From b8dfb83f0e3cfaff388c525232f75f6d0415be07 Mon Sep 17 00:00:00 2001 From: "yi-hsuan, huang" Date: Mon, 6 Aug 2018 15:25:28 +0800 Subject: [PATCH] megaage-asian --- MobileNet_and_DenseNet/CA_D.py | 73 + MobileNet_and_DenseNet/CA_M.py | 74 + MobileNet_and_DenseNet/TYY_callbacks.py | 36 + MobileNet_and_DenseNet/TYY_generators.py | 102 + MobileNet_and_DenseNet/TYY_model.py | 86 + MobileNet_and_DenseNet/TYY_train_others.py | 156 + MobileNet_and_DenseNet/TYY_utils.py | 51 + MobileNet_and_DenseNet/densenet.py | 785 ++++ MobileNet_and_DenseNet/subpixel.py | 81 + MobileNet_and_DenseNet/tensorflow_backend.py | 54 + Results_csv/densenet_reg_19_64.csv | 3950 +++++++++++++++++ Results_csv/mobilenet_reg_0.25_64.csv | 3950 +++++++++++++++++ Results_csv/ssrnet_3_3_3_64_1.0_1.0_age.csv | 3950 +++++++++++++++++ SSRNET/CA.py | 73 + SSRNET/SSRNET_model.py | 177 + SSRNET/SSRNET_train.py | 126 + SSRNET/TYY_callbacks.py | 36 + SSRNET/TYY_generators.py | 102 + SSRNET/TYY_utils.py | 51 + SSRNET/densenet.py 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Results_csv/mobilenet_reg_0.25_64.csv create mode 100644 Results_csv/ssrnet_3_3_3_64_1.0_1.0_age.csv create mode 100644 SSRNET/CA.py create mode 100644 SSRNET/SSRNET_model.py create mode 100644 SSRNET/SSRNET_train.py create mode 100644 SSRNET/TYY_callbacks.py create mode 100644 SSRNET/TYY_generators.py create mode 100644 SSRNET/TYY_utils.py create mode 100644 SSRNET/densenet.py create mode 100644 SSRNET/subpixel.py create mode 100644 SSRNET/tensorflow_backend.py create mode 100644 TYY_Megaage_asian_create_db.py create mode 100644 data/README.md create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/densenet_reg_19_64.h5 create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/densenet_reg_19_64.json create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/densenet_reg_19_64.png create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/history_densenet_reg_19_64.h5 create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/loss.pdf create mode 100644 megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/performance.pdf create mode 100644 megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.25_64/history_mobilenet_reg_0.25_64.h5 create mode 100644 megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.25_64/mobilenet_reg_0.25_64.h5 create mode 100644 megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.25_64/mobilenet_reg_0.25_64.json create mode 100644 megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.25_64/mobilenet_reg_0.25_64.png create mode 100644 megaage_models/batch_size_50/ssrnet_3_3_3_64_1.0_1.0/history_ssrnet_3_3_3_64_1.0_1.0.h5 create mode 100644 megaage_models/batch_size_50/ssrnet_3_3_3_64_1.0_1.0/ssrnet_3_3_3_64_1.0_1.0.h5 create mode 100644 megaage_models/batch_size_50/ssrnet_3_3_3_64_1.0_1.0/ssrnet_3_3_3_64_1.0_1.0.json create mode 100644 megaage_models/batch_size_50/ssrnet_3_3_3_64_1.0_1.0/ssrnet_3_3_3_64_1.0_1.0.png 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run_megaage_DenseNet.sh create mode 100644 run_megaage_MobileNet.sh create mode 100644 run_ssrnet_megaage.sh diff --git a/MobileNet_and_DenseNet/CA_D.py b/MobileNet_and_DenseNet/CA_D.py new file mode 100644 index 0000000..ea1e7b1 --- /dev/null +++ b/MobileNet_and_DenseNet/CA_D.py @@ -0,0 +1,73 @@ +import numpy as np +import sys +import logging +import csv +import os +os.environ['TF_CPP_MIN_LOG_LEVEL']='2' +from TYY_utils import mk_dir, load_data_npz +from TYY_model import TYY_DenseNet_reg + +def MAE(a,b): + mae = np.sum(np.absolute(a-b)) + mae/=len(b) + return mae + +''''''''''''''''''''''''''''''''''''''''''''' + file name +''''''''''''''''''''''''''''''''''''''''''''' +test_file = sys.argv[1] +netType = int(sys.argv[2]) + +logging.debug("Loading testing data...") +image2, age2, image_size = load_data_npz(test_file) + +if netType == 3: + N_densenet = 3 + depth_densenet = 3*N_densenet+4 + model_file = 'megaage_models/DenseNet/batch_size_50/densenet_reg_%d_64/densenet_reg_%d_64.h5'%(depth_densenet, depth_densenet) + model = TYY_DenseNet_reg(image_size,depth_densenet)() + mk_dir('Results_csv') + save_name = 'Results_csv/densenet_reg_%d_%d.csv' % (depth_densenet, image_size) + +elif netType == 4: + N_densenet = 5 + depth_densenet = 3*N_densenet+4 + model_file = 'megaage_models/DenseNet/batch_size_50/densenet_reg_%d_64/densenet_reg_%d_64.h5'%(depth_densenet, depth_densenet) + model = TYY_DenseNet_reg(image_size,depth_densenet)() + mk_dir('Results_csv') + save_name = 'Results_csv/densenet_reg_%d_%d.csv' % (depth_densenet, image_size) + + +''''''''''''''''''''''''''''''''''''''''''''' + load data +''''''''''''''''''''''''''''''''''''''''''''' +logging.debug("Loading model file...") +model.load_weights(model_file) + +age_p=model.predict(image2) + +''''''''''''''''''''''''''''''''''''''''''''' + prediction +''''''''''''''''''''''''''''''''''''''''''''' +pred=[['MAE'],[str(MAE(age2,age_p[:,0]))],['CA3','CA5'],['0','0'],['ID','age','age_p','error']] +CA3=0 +CA5=0 +for i in range(0,len(image2)): + error=np.absolute(age2[i]-age_p[i,0]) + if error<=3: + CA3+=1 + if error<=5: + CA5+=1 + temp = [str(i), str(age2[i]), str(age_p[i,0]), str(error)] + pred.append(temp) + +CA3/=len(image2) +CA5/=len(image2) +pred[3]=[str(CA3),str(CA5)] + +print('CA3: ',CA3,'\nCA5: ',CA5) + +f=open(save_name,'w') +w=csv.writer(f) +w.writerows(pred) +f.close diff --git a/MobileNet_and_DenseNet/CA_M.py b/MobileNet_and_DenseNet/CA_M.py new file mode 100644 index 0000000..c0f3282 --- /dev/null +++ b/MobileNet_and_DenseNet/CA_M.py @@ -0,0 +1,74 @@ +import numpy as np +import sys +import logging +import csv +import os +os.environ['TF_CPP_MIN_LOG_LEVEL']='2' + +from TYY_utils import mk_dir, load_data_npz +from TYY_model import TYY_MobileNet_reg + +def MAE(a,b): + mae = np.sum(np.absolute(a-b)) + mae/=len(b) + return mae + +''''''''''''''''''''''''''''''''''''''''''''' + file name +''''''''''''''''''''''''''''''''''''''''''''' +test_file = sys.argv[1] +netType = int(sys.argv[2]) + +logging.debug("Loading testing data...") +image2, age2, image_size = load_data_npz(test_file) + +if netType == 1: + alpha = 0.25 + model_file = 'megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.25_64/mobilenet_reg_0.25_64.h5' + model = TYY_MobileNet_reg(image_size,alpha)() + mk_dir('Results_csv') + save_name = 'Results_csv/mobilenet_reg_%s_%d.csv' % (alpha, image_size) + +elif netType == 2: + alpha = 0.5 + model_file = 'megaage_models/MobileNet/batch_size_50/mobilenet_reg_0.5_64/mobilenet_reg_0.5_64.h5' + model = TYY_MobileNet_reg(image_size,alpha)() + mk_dir('Results_csv') + save_name = 'Results_csv/mobilenet_reg_%s_%d.csv' % (alpha, image_size) + + +''''''''''''''''''''''''''''''''''''''''''''' + load data +''''''''''''''''''''''''''''''''''''''''''''' +logging.debug("Loading model file...") +model.load_weights(model_file) + +age_p=model.predict(image2,batch_size=len(image2)) + +''''''''''''''''''''''''''''''''''''''''''''' + prediction +''''''''''''''''''''''''''''''''''''''''''''' +pred=[['MAE'],[str(MAE(age2,age_p[:,0]))],['ID','age','age_p','error']] +pred.append(['CA3','CA5']) +pred.append(['0','0']) +CA3=0 +CA5=0 +for i in range(0,len(image2)): + error=np.absolute(age2[i]-age_p[i,0]) + if error<=3: + CA3+=1 + if error<=5: + CA5+=1 + temp = [str(i), str(age2[i]), str(age_p[i,0]), str(error)] + pred.append(temp) + +CA3/=len(image2) +CA5/=len(image2) +pred[4]=[str(CA3),str(CA5)] + +print('CA3: ',CA3,'\nCA5: ',CA5) + +f=open(save_name,'w') +w=csv.writer(f) +w.writerows(pred) +f.close diff --git a/MobileNet_and_DenseNet/TYY_callbacks.py b/MobileNet_and_DenseNet/TYY_callbacks.py new file mode 100644 index 0000000..075c70e --- /dev/null +++ b/MobileNet_and_DenseNet/TYY_callbacks.py @@ -0,0 +1,36 @@ +import keras +from sklearn.metrics import roc_auc_score +import sys +import matplotlib.pyplot as plt +from keras.models import Model +import numpy as np +from keras import backend as K + + +class DecayLearningRate(keras.callbacks.Callback): + def __init__(self, startEpoch): + self.startEpoch = startEpoch + + def on_train_begin(self, logs={}): + return + def on_train_end(self, logs={}): + return + + def on_epoch_begin(self, epoch, logs={}): + if epoch in self.startEpoch: + if epoch == 0: + ratio = 1 + else: + ratio = 0.1 + LR = K.get_value(self.model.optimizer.lr) + K.set_value(self.model.optimizer.lr,LR*ratio) + return + + def on_epoch_end(self, epoch, logs={}): + return + + def on_batch_begin(self, batch, logs={}): + return + + def on_batch_end(self, batch, logs={}): + return diff --git a/MobileNet_and_DenseNet/TYY_generators.py b/MobileNet_and_DenseNet/TYY_generators.py new file mode 100644 index 0000000..8f7e132 --- /dev/null +++ b/MobileNet_and_DenseNet/TYY_generators.py @@ -0,0 +1,102 @@ +import keras +import numpy as np +import sys +from scipy import misc +import tensorflow as tf + + +def random_crop(x,dn): + dx = np.random.randint(dn,size=1)[0] + dy = np.random.randint(dn,size=1)[0] + w = x.shape[0] + h = x.shape[1] + out = x[0+dx:w-(dn-dx),0+dy:h-(dn-dy),:] + out = misc.imresize(out, (w,h), interp='nearest') + return out + +def augment_data(images): + for i in range(0,images.shape[0]): + + if np.random.random() > 0.5: + images[i] = images[i][:,::-1] + """ + if np.random.random() > 0.5: + images[i] = random_crop(images[i],4) + """ + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_rotation(images[i], 20, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_shear(images[i], 0.2, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_shift(images[i], 0.2, 0.2, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_zoom(images[i], [0.8,1.2], row_axis=0, col_axis=1, channel_axis=2) + + return images + + +def data_generator_reg(X,Y,batch_size): + + while True: + idxs = np.random.permutation(len(X)) + X = X[idxs] + Y = Y[idxs] + p,q = [],[] + for i in range(len(X)): + p.append(X[i]) + q.append(Y[i]) + if len(p) == batch_size: + yield augment_data(np.array(p)),np.array(q) + p,q = [],[] + if p: + yield augment_data(np.array(p)),np.array(q) + p,q = [],[] + +def data_generator_dex(X,Y,batch_size): + + Y1 = Y[0] + Y2 = Y[1] + + while True: + idxs = np.random.permutation(len(X)) + X = X[idxs] + Y1 = Y1[idxs] + Y2 = Y2[idxs] + p,q1,q2 = [],[],[] + for i in range(len(X)): + p.append(X[i]) + q1.append(Y1[i]) + q2.append(Y2[i]) + if len(p) == batch_size: + yield augment_data(np.array(p)),[np.array(q1),np.array(q2)] + p,q1,q2 = [],[],[] + if p: + yield augment_data(np.array(p)),[np.array(q1),np.array(q2)] + p,q1,q2 = [],[],[] + +def data_generator_dex_centerloss(X,Y,batch_size): + X1 = X[0] + X2 = X[1] + Y1 = Y[0] + Y2 = Y[1] + Y3 = Y[2] + while True: + idxs = np.random.permutation(len(X1)) + X1 = X1[idxs] #images + X2 = X2[idxs] #labels for center loss + Y1 = Y1[idxs] + Y2 = Y2[idxs] + Y3 = Y3[idxs] + p1,p2,q1,q2,q3 = [],[],[],[],[] + for i in range(len(X1)): + p1.append(X1[i]) + p2.append(X2[i]) + q1.append(Y1[i]) + q2.append(Y2[i]) + q3.append(Y3[i]) + if len(p1) == batch_size: + yield [augment_data(np.array(p1)),np.array(p2)],[np.array(q1),np.array(q2),np.array(q3)] + p1,p2,q1,q2,q3 = [],[],[],[],[] + if p1: + yield [augment_data(np.array(p1)),np.array(p2)],[np.array(q1),np.array(q2),np.array(q3)] + p1,p2,q1,q2,q3 = [],[],[],[],[] \ No newline at end of file diff --git a/MobileNet_and_DenseNet/TYY_model.py b/MobileNet_and_DenseNet/TYY_model.py new file mode 100644 index 0000000..770d57c --- /dev/null +++ b/MobileNet_and_DenseNet/TYY_model.py @@ -0,0 +1,86 @@ +# This code is imported from the following project: https://github.com/asmith26/wide_resnets_keras + +import logging +import sys +import numpy as np +from keras.models import Model +from keras.layers import Input, Activation, add, Dense, Flatten, Dropout, Multiply, Embedding, Lambda, Add, Concatenate, Activation +from keras.layers.convolutional import Conv2D, AveragePooling2D, MaxPooling2D +from keras.layers.normalization import BatchNormalization +from keras.regularizers import l2 +from keras import backend as K +from keras.optimizers import SGD,Adam +from keras.applications.mobilenet import MobileNet +from densenet import * +from keras.utils import plot_model + +sys.setrecursionlimit(2 ** 20) +np.random.seed(2 ** 10) + + +class TYY_MobileNet_reg: + def __init__(self, image_size, alpha): + + + if K.image_dim_ordering() == "th": + logging.debug("image_dim_ordering = 'th'") + self._channel_axis = 1 + self._input_shape = (3, image_size, image_size) + else: + logging.debug("image_dim_ordering = 'tf'") + self._channel_axis = -1 + self._input_shape = (image_size, image_size, 3) + self.alpha = alpha + +# def create_model(self): + def __call__(self): + logging.debug("Creating model...") + + inputs = Input(shape=self._input_shape) + model_mobilenet = MobileNet(input_shape=self._input_shape, alpha=self.alpha, depth_multiplier=1, dropout=1e-3, include_top=False, weights=None, input_tensor=None, pooling=None) + x = model_mobilenet(inputs) + #flatten = Flatten()(x) + + feat_a = Conv2D(20,(1,1),activation='relu')(x) + feat_a = Flatten()(feat_a) + feat_a = Dropout(0.2)(feat_a) + feat_a = Dense(32,activation='relu',name='feat_a')(feat_a) + + pred_a = Dense(1,name='pred_a')(feat_a) + model = Model(inputs=inputs, outputs=[pred_a]) + + + return model + + +class TYY_DenseNet_reg: + def __init__(self, image_size, depth): + + if K.image_dim_ordering() == "th": + logging.debug("image_dim_ordering = 'th'") + self._channel_axis = 1 + self._input_shape = (3, image_size, image_size) + else: + logging.debug("image_dim_ordering = 'tf'") + self._channel_axis = -1 + self._input_shape = (image_size, image_size, 3) + self.depth = depth + +# def create_model(self): + def __call__(self): + logging.debug("Creating model...") + + inputs = Input(shape=self._input_shape) + model_densenet = DenseNet(input_shape=self._input_shape, depth=self.depth, include_top=False, weights=None, input_tensor=None) + flatten = model_densenet(inputs) + + feat_a = Dense(128,activation='relu')(flatten) + feat_a = Dropout(0.2)(feat_a) + feat_a = Dense(32,activation='relu',name='feat_a')(feat_a) + + pred_a = Dense(1,name='pred_a')(feat_a) + model = Model(inputs=inputs, outputs=[pred_a]) + + return model + + diff --git a/MobileNet_and_DenseNet/TYY_train_others.py b/MobileNet_and_DenseNet/TYY_train_others.py new file mode 100644 index 0000000..80f24f1 --- /dev/null +++ b/MobileNet_and_DenseNet/TYY_train_others.py @@ -0,0 +1,156 @@ +import pandas as pd +import logging +import argparse +import os +from keras.callbacks import ModelCheckpoint +from keras.optimizers import Adam +from TYY_model import TYY_MobileNet_reg, TYY_DenseNet_reg +from TYY_utils import mk_dir, load_data_npz +import sys +import numpy as np +from keras.preprocessing.image import ImageDataGenerator +from keras.applications.mobilenet import MobileNet +import TYY_callbacks +from keras.preprocessing.image import ImageDataGenerator +'''from mixup_generator import MixupGenerator''' +'''from random_eraser import get_random_eraser''' +from TYY_generators import * +from keras.utils import plot_model +from moviepy.editor import * + +logging.basicConfig(level=logging.DEBUG) + + + +def get_args(): + parser = argparse.ArgumentParser(description="This script trains the CNN model for age and gender estimation.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument("--input1", "-i1", type=str, required=True, + help="path to input database npz file") + parser.add_argument("--input2", "-i2", type=str, required=True, + help="path to input database npz file") + parser.add_argument("--db", type=str, required=True, + help="database name") + parser.add_argument("--netType", type=int, required=True, + help="network type") + parser.add_argument("--batch_size", type=int, default=128, + help="batch size") + parser.add_argument("--nb_epochs", type=int, default=90, + help="number of epochs") + + args = parser.parse_args() + return args + + + +def main(): + args = get_args() + input_path1 = args.input1 + input_path2 = args.input2 + db_name = args.db + batch_size = args.batch_size + nb_epochs = args.nb_epochs + netType = args.netType + + logging.debug("Loading training data...") + image1, age1, image_size = load_data_npz(input_path1) + logging.debug("Loading testing data...") + image2, age2, image_size = load_data_npz(input_path2) + + + start_decay_epoch = [30,60] + + optMethod = Adam() + + if netType == 1: + model_type = 'MobileNet' + alpha = 0.25 + model = TYY_MobileNet_reg(image_size,alpha)() + save_name = 'mobilenet_reg_%s_%d' % (alpha, image_size) + model.compile(optimizer=optMethod, loss=["mae"], metrics={'pred_a':'mae'}) + + elif netType == 2: + model_type = 'MobileNet' + alpha = 0.5 + model = TYY_MobileNet_reg(image_size,alpha)() + save_name = 'mobilenet_reg_%s_%d' % (alpha, image_size) + model.compile(optimizer=optMethod, loss=["mae"], metrics={'pred_a':'mae'}) + + elif netType == 3: + model_type = 'DenseNet' + N_densenet = 3 + depth_densenet = 3*N_densenet+4 + model = TYY_DenseNet_reg(image_size,depth_densenet)() + save_name = 'densenet_reg_%d_%d' % (depth_densenet, image_size) + model.compile(optimizer=optMethod, loss=["mae"], metrics={'pred_a':'mae'}) + + elif netType == 4: + model_type = 'DenseNet' + N_densenet = 5 + depth_densenet = 3*N_densenet+4 + model = TYY_DenseNet_reg(image_size,depth_densenet)() + save_name = 'densenet_reg_%d_%d' % (depth_densenet, image_size) + model.compile(optimizer=optMethod, loss=["mae"], metrics={'pred_a':'mae'}) + + + + if db_name == "meagaage": + weight_file = "../pre-trained/wiki/"+save_name+"/"+save_name+".h5" + model.load_weights(weight_file) + + + logging.debug("Model summary...") + model.count_params() + model.summary() + + logging.debug("Saving model...") + + mk_dir(db_name+"_models") + mk_dir(db_name+"_models/"+model_type+"/") + mk_dir(db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)) + mk_dir(db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)+save_name) + mk_dir(db_name+"_checkpoints") + mk_dir(db_name+"_checkpoints/"+model_type) + mk_dir(db_name+"_checkpoints/"+model_type+"/batch_size_%d/"%(batch_size)) + plot_model(model, to_file=db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)+save_name+"/"+save_name+".png") + + with open(os.path.join(db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)+save_name, save_name+'.json'), "w") as f: + f.write(model.to_json()) + + decaylearningrate = TYY_callbacks.DecayLearningRate(start_decay_epoch) + + callbacks = [ModelCheckpoint(db_name+"_checkpoints/"+model_type+"/batch_size_%d/"%(batch_size)+"weights.{epoch:02d}-{val_loss:.2f}.hdf5", + monitor="val_loss", + verbose=1, + save_best_only=True, + mode="auto"), decaylearningrate + ] + + logging.debug("Running training...") + + + data_num = len(image1)+len(image2) + indexes1 = np.arange(len(image1)) + indexes2 = np.arange(len(image2)) + np.random.shuffle(indexes1) + np.random.shuffle(indexes2) + x_train = image1[indexes1] + x_test = image2[indexes2] + y_train_a = age1[indexes1] + y_test_a = age2[indexes2] + train_num = len(image1) + + + hist = model.fit_generator(generator=data_generator_reg(X=x_train, Y=y_train_a, batch_size=batch_size), + steps_per_epoch=train_num // batch_size, + validation_data=(x_test, [y_test_a]), + epochs=nb_epochs, verbose=1, + callbacks=callbacks) + + logging.debug("Saving weights...") + model.save_weights(os.path.join(db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)+save_name, save_name+'.h5'), overwrite=True) + pd.DataFrame(hist.history).to_hdf(os.path.join(db_name+"_models/"+model_type+"/batch_size_%d/"%(batch_size)+save_name, 'history_'+save_name+'.h5'), "history") + + +if __name__ == '__main__': + main() diff --git a/MobileNet_and_DenseNet/TYY_utils.py b/MobileNet_and_DenseNet/TYY_utils.py new file mode 100644 index 0000000..9329178 --- /dev/null +++ b/MobileNet_and_DenseNet/TYY_utils.py @@ -0,0 +1,51 @@ +# modifided from https://github.com/yu4u/age-gender-estimation + +from scipy.io import loadmat +from datetime import datetime +import os +import numpy as np + +def calc_age(taken, dob): + birth = datetime.fromordinal(max(int(dob) - 366, 1)) + + # assume the photo was taken in the middle of the year + if birth.month < 7: + return taken - birth.year + else: + return taken - birth.year - 1 + + +def get_meta(mat_path, db): + meta = loadmat(mat_path) + full_path = meta[db][0, 0]["full_path"][0] + dob = meta[db][0, 0]["dob"][0] # Matlab serial date number + gender = meta[db][0, 0]["gender"][0] + photo_taken = meta[db][0, 0]["photo_taken"][0] # year + face_score = meta[db][0, 0]["face_score"][0] + second_face_score = meta[db][0, 0]["second_face_score"][0] + age = [calc_age(photo_taken[i], dob[i]) for i in range(len(dob))] + + return full_path, dob, gender, photo_taken, face_score, second_face_score, age + + +def load_data(mat_path): + d = loadmat(mat_path) + + return d["image"], d["gender"][0], d["age"][0], d["db"][0], d["img_size"][0, 0], d["min_score"][0, 0] + +''' +def load_MORPH_data_npz(npz_path): + d = np.load(npz_path) + + return d["image"], d["gender"], d["age"], d["img_size"] +''' +def load_data_npz(npz_path): + d = np.load(npz_path) + + return d["image"], d["age"], d["img_size"] + +def mk_dir(dir): + try: + os.mkdir( dir ) + except OSError: + pass diff --git a/MobileNet_and_DenseNet/densenet.py b/MobileNet_and_DenseNet/densenet.py new file mode 100644 index 0000000..19101bb --- /dev/null +++ b/MobileNet_and_DenseNet/densenet.py @@ -0,0 +1,785 @@ +#https://github.com/titu1994/DenseNet +'''DenseNet models for Keras. +# Reference +- [Densely Connected Convolutional Networks](https://arxiv.org/pdf/1608.06993.pdf) +- [The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation](https://arxiv.org/pdf/1611.09326.pdf) +''' +from __future__ import print_function +from __future__ import absolute_import +from __future__ import division + +import warnings + +from keras.models import Model +from keras.layers.core import Dense, Dropout, Activation, Reshape +from keras.layers.convolutional import Conv2D, Conv2DTranspose, UpSampling2D +from keras.layers.pooling import AveragePooling2D, MaxPooling2D +from keras.layers.pooling import GlobalAveragePooling2D +from keras.layers import Input +from keras.layers.merge import concatenate +from keras.layers.normalization import BatchNormalization +from keras.regularizers import l2 +from keras.utils.layer_utils import convert_all_kernels_in_model, convert_dense_weights_data_format +from keras.utils.data_utils import get_file +from keras.engine.topology import get_source_inputs +from keras.applications.imagenet_utils import _obtain_input_shape +from keras.applications.imagenet_utils import decode_predictions +import keras.backend as K + +from subpixel import SubPixelUpscaling + +DENSENET_121_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-121-32.h5' +DENSENET_161_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-161-48.h5' +DENSENET_169_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-169-32.h5' +DENSENET_121_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-121-32-no-top.h5' +DENSENET_161_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-161-48-no-top.h5' +DENSENET_169_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-169-32-no-top.h5' + +def preprocess_input(x, data_format=None): + """Preprocesses a tensor encoding a batch of images. + + # Arguments + x: input Numpy tensor, 4D. + data_format: data format of the image tensor. + + # Returns + Preprocessed tensor. + """ + if data_format is None: + data_format = K.image_data_format() + assert data_format in {'channels_last', 'channels_first'} + + if data_format == 'channels_first': + if x.ndim == 3: + # 'RGB'->'BGR' + x = x[::-1, ...] + # Zero-center by mean pixel + x[0, :, :] -= 103.939 + x[1, :, :] -= 116.779 + x[2, :, :] -= 123.68 + else: + x = x[:, ::-1, ...] + x[:, 0, :, :] -= 103.939 + x[:, 1, :, :] -= 116.779 + x[:, 2, :, :] -= 123.68 + else: + # 'RGB'->'BGR' + x = x[..., ::-1] + # Zero-center by mean pixel + x[..., 0] -= 103.939 + x[..., 1] -= 116.779 + x[..., 2] -= 123.68 + + x *= 0.017 # scale values + + return x + + +def DenseNet(input_shape=None, depth=40, nb_dense_block=3, growth_rate=12, nb_filter=-1, nb_layers_per_block=-1, + bottleneck=False, reduction=0.0, dropout_rate=0.0, weight_decay=1e-4, subsample_initial_block=False, + include_top=True, weights=None, input_tensor=None, + classes=10, activation='softmax'): + '''Instantiate the DenseNet architecture, + optionally loading weights pre-trained + on CIFAR-10. Note that when using TensorFlow, + for best performance you should set + `image_data_format='channels_last'` in your Keras config + at ~/.keras/keras.json. + The model and the weights are compatible with both + TensorFlow and Theano. The dimension ordering + convention used by the model is the one + specified in your Keras config file. + # Arguments + input_shape: optional shape tuple, only to be specified + if `include_top` is False (otherwise the input shape + has to be `(32, 32, 3)` (with `channels_last` dim ordering) + or `(3, 32, 32)` (with `channels_first` dim ordering). + It should have exactly 3 inputs channels, + and width and height should be no smaller than 8. + E.g. `(200, 200, 3)` would be one valid value. + depth: number or layers in the DenseNet + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_filter: initial number of filters. -1 indicates initial + number of filters is 2 * growth_rate + nb_layers_per_block: number of layers in each dense block. + Can be a -1, positive integer or a list. + If -1, calculates nb_layer_per_block from the network depth. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + bottleneck: flag to add bottleneck blocks in between dense blocks + reduction: reduction factor of transition blocks. + Note : reduction value is inverted to compute compression. + dropout_rate: dropout rate + weight_decay: weight decay rate + subsample_initial_block: Set to True to subsample the initial convolution and + add a MaxPool2D before the dense blocks are added. + include_top: whether to include the fully-connected + layer at the top of the network. + weights: one of `None` (random initialization) or + 'imagenet' (pre-training on ImageNet).. + input_tensor: optional Keras tensor (i.e. output of `layers.Input()`) + to use as image input for the model. + classes: optional number of classes to classify images + into, only to be specified if `include_top` is True, and + if no `weights` argument is specified. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + # Returns + A Keras model instance. + ''' + + if weights not in {'imagenet', None}: + raise ValueError('The `weights` argument should be either ' + '`None` (random initialization) or `cifar10` ' + '(pre-training on CIFAR-10).') + + if weights == 'imagenet' and include_top and classes != 1000: + raise ValueError('If using `weights` as ImageNet with `include_top`' + ' as true, `classes` should be 1000') + + if activation not in ['softmax', 'sigmoid']: + raise ValueError('activation must be one of "softmax" or "sigmoid"') + + if activation == 'sigmoid' and classes != 1: + raise ValueError('sigmoid activation can only be used when classes = 1') + """ + # Determine proper input shape + input_shape = _obtain_input_shape(input_shape, + default_size=32, + min_size=8, + data_format=K.image_data_format(), + require_flatten=include_top) + """ + if input_tensor is None: + img_input = Input(shape=input_shape) + else: + if not K.is_keras_tensor(input_tensor): + img_input = Input(tensor=input_tensor, shape=input_shape) + else: + img_input = input_tensor + + x = __create_dense_net(classes, img_input, include_top, depth, nb_dense_block, + growth_rate, nb_filter, nb_layers_per_block, bottleneck, reduction, + dropout_rate, weight_decay, subsample_initial_block, activation) + + # Ensure that the model takes into account + # any potential predecessors of `input_tensor`. + if input_tensor is not None: + inputs = get_source_inputs(input_tensor) + else: + inputs = img_input + # Create model. + model = Model(inputs, x, name='densenet') + + # load weights + if weights == 'imagenet': + weights_loaded = False + + if (depth == 121) and (nb_dense_block == 4) and (growth_rate == 32) and (nb_filter == 64) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-121-32.h5', + DENSENET_121_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='a439dd41aa672aef6daba4ee1fd54abd') + else: + weights_path = get_file('DenseNet-BC-121-32-no-top.h5', + DENSENET_121_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='55e62a6358af8a0af0eedf399b5aea99') + model.load_weights(weights_path) + weights_loaded = True + + if (depth == 161) and (nb_dense_block == 4) and (growth_rate == 48) and (nb_filter == 96) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-161-48.h5', + DENSENET_161_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='6c326cf4fbdb57d31eff04333a23fcca') + else: + weights_path = get_file('DenseNet-BC-161-48-no-top.h5', + DENSENET_161_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='1a9476b79f6b7673acaa2769e6427b92') + model.load_weights(weights_path) + weights_loaded = True + + if (depth == 169) and (nb_dense_block == 4) and (growth_rate == 32) and (nb_filter == 64) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-169-32.h5', + DENSENET_169_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='914869c361303d2e39dec640b4e606a6') + else: + weights_path = get_file('DenseNet-BC-169-32-no-top.h5', + DENSENET_169_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='89c19e8276cfd10585d5fadc1df6859e') + model.load_weights(weights_path) + weights_loaded = True + + if weights_loaded: + if K.backend() == 'theano': + convert_all_kernels_in_model(model) + + if K.image_data_format() == 'channels_first' and K.backend() == 'tensorflow': + warnings.warn('You are using the TensorFlow backend, yet you ' + 'are using the Theano ' + 'image data format convention ' + '(`image_data_format="channels_first"`). ' + 'For best performance, set ' + '`image_data_format="channels_last"` in ' + 'your Keras config ' + 'at ~/.keras/keras.json.') + + print("Weights for the model were loaded successfully") + + return model + + +def DenseNetFCN(input_shape, nb_dense_block=5, growth_rate=16, nb_layers_per_block=4, + reduction=0.0, dropout_rate=0.0, weight_decay=1e-4, init_conv_filters=48, + include_top=True, weights=None, input_tensor=None, classes=1, activation='softmax', + upsampling_conv=128, upsampling_type='deconv'): + '''Instantiate the DenseNet FCN architecture. + Note that when using TensorFlow, + for best performance you should set + `image_data_format='channels_last'` in your Keras config + at ~/.keras/keras.json. + # Arguments + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_layers_per_block: number of layers in each dense block. + Can be a positive integer or a list. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + reduction: reduction factor of transition blocks. + Note : reduction value is inverted to compute compression. + dropout_rate: dropout rate + init_conv_filters: number of layers in the initial convolution layer + include_top: whether to include the fully-connected + layer at the top of the network. + weights: one of `None` (random initialization) or + 'cifar10' (pre-training on CIFAR-10).. + input_tensor: optional Keras tensor (i.e. output of `layers.Input()`) + to use as image input for the model. + input_shape: optional shape tuple, only to be specified + if `include_top` is False (otherwise the input shape + has to be `(32, 32, 3)` (with `channels_last` dim ordering) + or `(3, 32, 32)` (with `channels_first` dim ordering). + It should have exactly 3 inputs channels, + and width and height should be no smaller than 8. + E.g. `(200, 200, 3)` would be one valid value. + classes: optional number of classes to classify images + into, only to be specified if `include_top` is True, and + if no `weights` argument is specified. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + upsampling_conv: number of convolutional layers in upsampling via subpixel convolution + upsampling_type: Can be one of 'upsampling', 'deconv' and + 'subpixel'. Defines type of upsampling algorithm used. + batchsize: Fixed batch size. This is a temporary requirement for + computation of output shape in the case of Deconvolution2D layers. + Parameter will be removed in next iteration of Keras, which infers + output shape of deconvolution layers automatically. + # Returns + A Keras model instance. + ''' + + if weights not in {None}: + raise ValueError('The `weights` argument should be ' + '`None` (random initialization) as no ' + 'model weights are provided.') + + upsampling_type = upsampling_type.lower() + + if upsampling_type not in ['upsampling', 'deconv', 'subpixel']: + raise ValueError('Parameter "upsampling_type" must be one of "upsampling", ' + '"deconv" or "subpixel".') + + if input_shape is None: + raise ValueError('For fully convolutional models, input shape must be supplied.') + + if type(nb_layers_per_block) is not list and nb_dense_block < 1: + raise ValueError('Number of dense layers per block must be greater than 1. Argument ' + 'value was %d.' % (nb_layers_per_block)) + + if activation not in ['softmax', 'sigmoid']: + raise ValueError('activation must be one of "softmax" or "sigmoid"') + + if activation == 'sigmoid' and classes != 1: + raise ValueError('sigmoid activation can only be used when classes = 1') + + # Determine proper input shape + min_size = 2 ** nb_dense_block + + if K.image_data_format() == 'channels_first': + if input_shape is not None: + if ((input_shape[1] is not None and input_shape[1] < min_size) or + (input_shape[2] is not None and input_shape[2] < min_size)): + raise ValueError('Input size must be at least ' + + str(min_size) + 'x' + str(min_size) + ', got ' + '`input_shape=' + str(input_shape) + '`') + else: + input_shape = (classes, None, None) + else: + if input_shape is not None: + if ((input_shape[0] is not None and input_shape[0] < min_size) or + (input_shape[1] is not None and input_shape[1] < min_size)): + raise ValueError('Input size must be at least ' + + str(min_size) + 'x' + str(min_size) + ', got ' + '`input_shape=' + str(input_shape) + '`') + else: + input_shape = (None, None, classes) + + if input_tensor is None: + img_input = Input(shape=input_shape) + else: + if not K.is_keras_tensor(input_tensor): + img_input = Input(tensor=input_tensor, shape=input_shape) + else: + img_input = input_tensor + + x = __create_fcn_dense_net(classes, img_input, include_top, nb_dense_block, + growth_rate, reduction, dropout_rate, weight_decay, + nb_layers_per_block, upsampling_conv, upsampling_type, + init_conv_filters, input_shape, activation) + + # Ensure that the model takes into account + # any potential predecessors of `input_tensor`. + if input_tensor is not None: + inputs = get_source_inputs(input_tensor) + else: + inputs = img_input + # Create model. + model = Model(inputs, x, name='fcn-densenet') + + return model + + +def DenseNetImageNet121(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=121, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 24, 16], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet169(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=169, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 32, 32], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet201(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights=None, + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=201, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 48, 32], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet264(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights=None, + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=201, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 64, 48], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet161(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=161, nb_dense_block=4, growth_rate=48, nb_filter=96, + nb_layers_per_block=[6, 12, 36, 24], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def __conv_block(ip, nb_filter, bottleneck=False, dropout_rate=None, weight_decay=1e-4): + ''' Apply BatchNorm, Relu, 3x3 Conv2D, optional bottleneck block and dropout + Args: + ip: Input keras tensor + nb_filter: number of filters + bottleneck: add bottleneck block + dropout_rate: dropout rate + weight_decay: weight decay factor + Returns: keras tensor with batch_norm, relu and convolution2d added (optional bottleneck) + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(ip) + x = Activation('relu')(x) + + if bottleneck: + inter_channel = nb_filter * 4 # Obtained from https://github.com/liuzhuang13/DenseNet/blob/master/densenet.lua + + x = Conv2D(inter_channel, (1, 1), kernel_initializer='he_normal', padding='same', use_bias=False, + kernel_regularizer=l2(weight_decay))(x) + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + + x = Conv2D(nb_filter, (3, 3), kernel_initializer='he_normal', padding='same', use_bias=False)(x) + if dropout_rate: + x = Dropout(dropout_rate)(x) + + return x + + +def __dense_block(x, nb_layers, nb_filter, growth_rate, bottleneck=False, dropout_rate=None, weight_decay=1e-4, + grow_nb_filters=True, return_concat_list=False): + ''' Build a dense_block where the output of each conv_block is fed to subsequent ones + Args: + x: keras tensor + nb_layers: the number of layers of conv_block to append to the model. + nb_filter: number of filters + growth_rate: growth rate + bottleneck: bottleneck block + dropout_rate: dropout rate + weight_decay: weight decay factor + grow_nb_filters: flag to decide to allow number of filters to grow + return_concat_list: return the list of feature maps along with the actual output + Returns: keras tensor with nb_layers of conv_block appended + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x_list = [x] + + for i in range(nb_layers): + cb = __conv_block(x, growth_rate, bottleneck, dropout_rate, weight_decay) + x_list.append(cb) + + x = concatenate([x, cb], axis=concat_axis) + + if grow_nb_filters: + nb_filter += growth_rate + + if return_concat_list: + return x, nb_filter, x_list + else: + return x, nb_filter + + +def __transition_block(ip, nb_filter, compression=1.0, weight_decay=1e-4): + ''' Apply BatchNorm, Relu 1x1, Conv2D, optional compression, dropout and Maxpooling2D + Args: + ip: keras tensor + nb_filter: number of filters + compression: calculated as 1 - reduction. Reduces the number of feature maps + in the transition block. + dropout_rate: dropout rate + weight_decay: weight decay factor + Returns: keras tensor, after applying batch_norm, relu-conv, dropout, maxpool + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(ip) + x = Activation('relu')(x) + x = Conv2D(int(nb_filter * compression), (1, 1), kernel_initializer='he_normal', padding='same', use_bias=False, + kernel_regularizer=l2(weight_decay))(x) + x = AveragePooling2D((2, 2), strides=(2, 2))(x) + + return x + + +def __transition_up_block(ip, nb_filters, type='deconv', weight_decay=1E-4): + ''' SubpixelConvolutional Upscaling (factor = 2) + Args: + ip: keras tensor + nb_filters: number of layers + type: can be 'upsampling', 'subpixel', 'deconv'. Determines type of upsampling performed + weight_decay: weight decay factor + Returns: keras tensor, after applying upsampling operation. + ''' + + if type == 'upsampling': + x = UpSampling2D()(ip) + elif type == 'subpixel': + x = Conv2D(nb_filters, (3, 3), activation='relu', padding='same', kernel_regularizer=l2(weight_decay), + use_bias=False, kernel_initializer='he_normal')(ip) + x = SubPixelUpscaling(scale_factor=2)(x) + x = Conv2D(nb_filters, (3, 3), activation='relu', padding='same', kernel_regularizer=l2(weight_decay), + use_bias=False, kernel_initializer='he_normal')(x) + else: + x = Conv2DTranspose(nb_filters, (3, 3), activation='relu', padding='same', strides=(2, 2), + kernel_initializer='he_normal', kernel_regularizer=l2(weight_decay))(ip) + + return x + + +def __create_dense_net(nb_classes, img_input, include_top, depth=40, nb_dense_block=3, growth_rate=12, nb_filter=-1, + nb_layers_per_block=-1, bottleneck=False, reduction=0.0, dropout_rate=None, weight_decay=1e-4, + subsample_initial_block=False, activation='softmax'): + ''' Build the DenseNet model + Args: + nb_classes: number of classes + img_input: tuple of shape (channels, rows, columns) or (rows, columns, channels) + include_top: flag to include the final Dense layer + depth: number or layers + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_filter: initial number of filters. Default -1 indicates initial number of filters is 2 * growth_rate + nb_layers_per_block: number of layers in each dense block. + Can be a -1, positive integer or a list. + If -1, calculates nb_layer_per_block from the depth of the network. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + bottleneck: add bottleneck blocks + reduction: reduction factor of transition blocks. Note : reduction value is inverted to compute compression + dropout_rate: dropout rate + weight_decay: weight decay rate + subsample_initial_block: Set to True to subsample the initial convolution and + add a MaxPool2D before the dense blocks are added. + subsample_initial: + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + Returns: keras tensor with nb_layers of conv_block appended + ''' + + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + if reduction != 0.0: + assert reduction <= 1.0 and reduction > 0.0, 'reduction value must lie between 0.0 and 1.0' + + # layers in each dense block + if type(nb_layers_per_block) is list or type(nb_layers_per_block) is tuple: + nb_layers = list(nb_layers_per_block) # Convert tuple to list + + assert len(nb_layers) == (nb_dense_block), 'If list, nb_layer is used as provided. ' \ + 'Note that list size must be (nb_dense_block)' + final_nb_layer = nb_layers[-1] + nb_layers = nb_layers[:-1] + else: + if nb_layers_per_block == -1: + assert (depth - 4) % 3 == 0, 'Depth must be 3 N + 4 if nb_layers_per_block == -1' + count = int((depth - 4) / 3) + nb_layers = [count for _ in range(nb_dense_block)] + final_nb_layer = count + else: + final_nb_layer = nb_layers_per_block + nb_layers = [nb_layers_per_block] * nb_dense_block + + # compute initial nb_filter if -1, else accept users initial nb_filter + if nb_filter <= 0: + nb_filter = 2 * growth_rate + + # compute compression factor + compression = 1.0 - reduction + + # Initial convolution + if subsample_initial_block: + initial_kernel = (7, 7) + initial_strides = (2, 2) + else: + initial_kernel = (3, 3) + initial_strides = (1, 1) + + x = Conv2D(nb_filter, initial_kernel, kernel_initializer='he_normal', padding='same', + strides=initial_strides, use_bias=False, kernel_regularizer=l2(weight_decay))(img_input) + + if subsample_initial_block: + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + x = MaxPooling2D((3, 3), strides=(2, 2), padding='same')(x) + + # Add dense blocks + for block_idx in range(nb_dense_block - 1): + x, nb_filter = __dense_block(x, nb_layers[block_idx], nb_filter, growth_rate, bottleneck=bottleneck, + dropout_rate=dropout_rate, weight_decay=weight_decay) + # add transition_block + x = __transition_block(x, nb_filter, compression=compression, weight_decay=weight_decay) + nb_filter = int(nb_filter * compression) + + # The last dense_block does not have a transition_block + x, nb_filter = __dense_block(x, final_nb_layer, nb_filter, growth_rate, bottleneck=bottleneck, + dropout_rate=dropout_rate, weight_decay=weight_decay) + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + x = GlobalAveragePooling2D()(x) + + if include_top: + x = Dense(nb_classes, activation=activation)(x) + + return x + + +def __create_fcn_dense_net(nb_classes, img_input, include_top, nb_dense_block=5, growth_rate=12, + reduction=0.0, dropout_rate=None, weight_decay=1e-4, + nb_layers_per_block=4, nb_upsampling_conv=128, upsampling_type='upsampling', + init_conv_filters=48, input_shape=None, activation='deconv'): + ''' Build the DenseNet model + Args: + nb_classes: number of classes + img_input: tuple of shape (channels, rows, columns) or (rows, columns, channels) + include_top: flag to include the final Dense layer + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + reduction: reduction factor of transition blocks. Note : reduction value is inverted to compute compression + dropout_rate: dropout rate + weight_decay: weight decay + nb_layers_per_block: number of layers in each dense block. + Can be a positive integer or a list. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + nb_upsampling_conv: number of convolutional layers in upsampling via subpixel convolution + upsampling_type: Can be one of 'upsampling', 'deconv' and 'subpixel'. Defines + type of upsampling algorithm used. + input_shape: Only used for shape inference in fully convolutional networks. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + Returns: keras tensor with nb_layers of conv_block appended + ''' + + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + if concat_axis == 1: # channels_first dim ordering + _, rows, cols = input_shape + else: + rows, cols, _ = input_shape + + if reduction != 0.0: + assert reduction <= 1.0 and reduction > 0.0, 'reduction value must lie between 0.0 and 1.0' + + # check if upsampling_conv has minimum number of filters + # minimum is set to 12, as at least 3 color channels are needed for correct upsampling + assert nb_upsampling_conv > 12 and nb_upsampling_conv % 4 == 0, 'Parameter `upsampling_conv` number of channels must ' \ + 'be a positive number divisible by 4 and greater ' \ + 'than 12' + + # layers in each dense block + if type(nb_layers_per_block) is list or type(nb_layers_per_block) is tuple: + nb_layers = list(nb_layers_per_block) # Convert tuple to list + + assert len(nb_layers) == (nb_dense_block + 1), 'If list, nb_layer is used as provided. ' \ + 'Note that list size must be (nb_dense_block + 1)' + + bottleneck_nb_layers = nb_layers[-1] + rev_layers = nb_layers[::-1] + nb_layers.extend(rev_layers[1:]) + else: + bottleneck_nb_layers = nb_layers_per_block + nb_layers = [nb_layers_per_block] * (2 * nb_dense_block + 1) + + # compute compression factor + compression = 1.0 - reduction + + # Initial convolution + x = Conv2D(init_conv_filters, (7, 7), kernel_initializer='he_normal', padding='same', name='initial_conv2D', + use_bias=False, kernel_regularizer=l2(weight_decay))(img_input) + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + + nb_filter = init_conv_filters + + skip_list = [] + + # Add dense blocks and transition down block + for block_idx in range(nb_dense_block): + x, nb_filter = __dense_block(x, nb_layers[block_idx], nb_filter, growth_rate, dropout_rate=dropout_rate, + weight_decay=weight_decay) + + # Skip connection + skip_list.append(x) + + # add transition_block + x = __transition_block(x, nb_filter, compression=compression, weight_decay=weight_decay) + + nb_filter = int(nb_filter * compression) # this is calculated inside transition_down_block + + # The last dense_block does not have a transition_down_block + # return the concatenated feature maps without the concatenation of the input + _, nb_filter, concat_list = __dense_block(x, bottleneck_nb_layers, nb_filter, growth_rate, + dropout_rate=dropout_rate, weight_decay=weight_decay, + return_concat_list=True) + + skip_list = skip_list[::-1] # reverse the skip list + + # Add dense blocks and transition up block + for block_idx in range(nb_dense_block): + n_filters_keep = growth_rate * nb_layers[nb_dense_block + block_idx] + + # upsampling block must upsample only the feature maps (concat_list[1:]), + # not the concatenation of the input with the feature maps (concat_list[0]. + l = concatenate(concat_list[1:], axis=concat_axis) + + t = __transition_up_block(l, nb_filters=n_filters_keep, type=upsampling_type, weight_decay=weight_decay) + + # concatenate the skip connection with the transition block + x = concatenate([t, skip_list[block_idx]], axis=concat_axis) + + # Dont allow the feature map size to grow in upsampling dense blocks + x_up, nb_filter, concat_list = __dense_block(x, nb_layers[nb_dense_block + block_idx + 1], nb_filter=growth_rate, + growth_rate=growth_rate, dropout_rate=dropout_rate, + weight_decay=weight_decay, return_concat_list=True, + grow_nb_filters=False) + + if include_top: + x = Conv2D(nb_classes, (1, 1), activation='linear', padding='same', use_bias=False)(x_up) + + if K.image_data_format() == 'channels_first': + channel, row, col = input_shape + else: + row, col, channel = input_shape + + x = Reshape((row * col, nb_classes))(x) + x = Activation(activation)(x) + x = Reshape((row, col, nb_classes))(x) + else: + x = x_up + + return x + diff --git a/MobileNet_and_DenseNet/subpixel.py b/MobileNet_and_DenseNet/subpixel.py new file mode 100644 index 0000000..3057157 --- /dev/null +++ b/MobileNet_and_DenseNet/subpixel.py @@ -0,0 +1,81 @@ +#https://github.com/titu1994/DenseNet +from __future__ import absolute_import + +from keras import backend as K +from keras.engine import Layer +from keras.utils.generic_utils import get_custom_objects +from keras.utils.conv_utils import normalize_data_format + +if K.backend() == 'theano': + import theano_backend as K_BACKEND +else: + import tensorflow_backend as K_BACKEND + +class SubPixelUpscaling(Layer): + """ Sub-pixel convolutional upscaling layer based on the paper "Real-Time Single Image + and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network" + (https://arxiv.org/abs/1609.05158). + This layer requires a Convolution2D prior to it, having output filters computed according to + the formula : + filters = k * (scale_factor * scale_factor) + where k = a user defined number of filters (generally larger than 32) + scale_factor = the upscaling factor (generally 2) + This layer performs the depth to space operation on the convolution filters, and returns a + tensor with the size as defined below. + # Example : + ```python + # A standard subpixel upscaling block + x = Convolution2D(256, 3, 3, padding='same', activation='relu')(...) + u = SubPixelUpscaling(scale_factor=2)(x) + [Optional] + x = Convolution2D(256, 3, 3, padding='same', activation='relu')(u) + ``` + In practice, it is useful to have a second convolution layer after the + SubPixelUpscaling layer to speed up the learning process. + However, if you are stacking multiple SubPixelUpscaling blocks, it may increase + the number of parameters greatly, so the Convolution layer after SubPixelUpscaling + layer can be removed. + # Arguments + scale_factor: Upscaling factor. + data_format: Can be None, 'channels_first' or 'channels_last'. + # Input shape + 4D tensor with shape: + `(samples, k * (scale_factor * scale_factor) channels, rows, cols)` if data_format='channels_first' + or 4D tensor with shape: + `(samples, rows, cols, k * (scale_factor * scale_factor) channels)` if data_format='channels_last'. + # Output shape + 4D tensor with shape: + `(samples, k channels, rows * scale_factor, cols * scale_factor))` if data_format='channels_first' + or 4D tensor with shape: + `(samples, rows * scale_factor, cols * scale_factor, k channels)` if data_format='channels_last'. + """ + + def __init__(self, scale_factor=2, data_format=None, **kwargs): + super(SubPixelUpscaling, self).__init__(**kwargs) + + self.scale_factor = scale_factor + self.data_format = normalize_data_format(data_format) + + def build(self, input_shape): + pass + + def call(self, x, mask=None): + y = K_BACKEND.depth_to_space(x, self.scale_factor, self.data_format) + return y + + def compute_output_shape(self, input_shape): + if self.data_format == 'channels_first': + b, k, r, c = input_shape + return (b, k // (self.scale_factor ** 2), r * self.scale_factor, c * self.scale_factor) + else: + b, r, c, k = input_shape + return (b, r * self.scale_factor, c * self.scale_factor, k // (self.scale_factor ** 2)) + + def get_config(self): + config = {'scale_factor': self.scale_factor, + 'data_format': self.data_format} + base_config = super(SubPixelUpscaling, self).get_config() + return dict(list(base_config.items()) + list(config.items())) + + +get_custom_objects().update({'SubPixelUpscaling': SubPixelUpscaling}) diff --git a/MobileNet_and_DenseNet/tensorflow_backend.py b/MobileNet_and_DenseNet/tensorflow_backend.py new file mode 100644 index 0000000..a878af9 --- /dev/null +++ b/MobileNet_and_DenseNet/tensorflow_backend.py @@ -0,0 +1,54 @@ +#https://github.com/titu1994/DenseNet +import tensorflow as tf + +from keras.backend import tensorflow_backend as KTF +from keras.backend.common import image_data_format + +py_all = all + + +def _preprocess_conv2d_input(x, data_format): + """Transpose and cast the input before the conv2d. + # Arguments + x: input tensor. + data_format: string, `"channels_last"` or `"channels_first"`. + # Returns + A tensor. + """ + if dtype(x) == 'float64': + x = tf.cast(x, 'float32') + if data_format == 'channels_first': + # TF uses the last dimension as channel dimension, + # instead of the 2nd one. + # TH input shape: (samples, input_depth, rows, cols) + # TF input shape: (samples, rows, cols, input_depth) + x = tf.transpose(x, (0, 2, 3, 1)) + return x + + +def _postprocess_conv2d_output(x, data_format): + """Transpose and cast the output from conv2d if needed. + # Arguments + x: A tensor. + data_format: string, `"channels_last"` or `"channels_first"`. + # Returns + A tensor. + """ + + if data_format == 'channels_first': + x = tf.transpose(x, (0, 3, 1, 2)) + + if floatx() == 'float64': + x = tf.cast(x, 'float64') + return x + + +def depth_to_space(input, scale, data_format=None): + ''' Uses phase shift algorithm to convert channels/depth for spatial resolution ''' + if data_format is None: + data_format = image_data_format() + data_format = data_format.lower() + input = _preprocess_conv2d_input(input, data_format) + out = tf.depth_to_space(input, scale) + out = _postprocess_conv2d_output(out, data_format) + return out diff --git a/Results_csv/densenet_reg_19_64.csv b/Results_csv/densenet_reg_19_64.csv new file mode 100644 index 0000000..67089ee --- /dev/null +++ b/Results_csv/densenet_reg_19_64.csv @@ -0,0 +1,3950 @@ +MAE +3.966643238913726 +CA3,CA5 +0.5171102661596958,0.69404309252218 +ID,age,age_p,error +0,1,2.6055956,1.605595588684082 +1,1,1.2175224,0.21752238273620605 +2,2,1.0605788,0.9394211769104004 +3,1,1.3244247,0.32442474365234375 +4,1,0.7847681,0.21523189544677734 +5,1,1.6721985,0.6721985340118408 +6,1,2.0162969,1.0162968635559082 +7,1,1.0586331,0.05863308906555176 +8,1,0.9567673,0.04323267936706543 +9,1,0.803051,0.19694900512695312 +10,1,0.8745012,0.12549877166748047 +11,1,1.9344196,0.9344196319580078 +12,1,1.8203099,0.8203098773956299 +13,1,1.0574627,0.05746269226074219 +14,1,1.0286379,0.02863788604736328 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+3938,5,[3.2411551],[1.7588449] +3939,5,[4.2202635],[0.7797365] +3940,5,[18.222357],[13.222357] +3941,5,[3.9787054],[1.0212946] +3942,7,[11.540862],[4.540862] +3943,8,[3.9948554],[4.0051446] +3944,8,[3.1726792],[4.827321] diff --git a/SSRNET/CA.py b/SSRNET/CA.py new file mode 100644 index 0000000..c8e40c7 --- /dev/null +++ b/SSRNET/CA.py @@ -0,0 +1,73 @@ +import numpy as np +import sys +import logging +import csv +import os +os.environ['TF_CPP_MIN_LOG_LEVEL']='2' + +from SSRNET_model import SSR_net +from TYY_utils import mk_dir, load_data_npz + +def MAE(a,b): + mae = np.sum(np.absolute(a-b)) + mae/=len(a) + return mae + +''''''''''''''''''''''''''''''''''''''''''''' + file name +''''''''''''''''''''''''''''''''''''''''''''' +test_file = sys.argv[1] +netType1 = int(sys.argv[2]) +netType2 = int(sys.argv[3]) +stage_num = [3,3,3] + +lambda_local = 0.25*(netType1%5) +lambda_d = 0.25*(netType2%5) + + +logging.debug("Loading testing data...") +image2, age2, image_size = load_data_npz(test_file) + +mk_dir('Results_csv') + +model_file = 'megaage_models/batch_size_50/ssrnet_%d_%d_%d_%d_%s_%s/ssrnet_%d_%d_%d_%d_%s_%s.h5' % (stage_num[0],stage_num[1],stage_num[2], image_size, lambda_local, lambda_d, stage_num[0],stage_num[1],stage_num[2], image_size, lambda_local, lambda_d) +save_name = 'Results_csv/ssrnet_%d_%d_%d_%d_%s_%s_age.csv' % (stage_num[0],stage_num[1],stage_num[2], image_size, lambda_local, lambda_d) + +''''''''''''''''''''''''''''''''''''''''''''' + load data +''''''''''''''''''''''''''''''''''''''''''''' +model = SSR_net(image_size,stage_num, lambda_local, lambda_d)() + +logging.debug("Loading model file...") +model.load_weights(model_file) + +age_p=model.predict(image2) + +''''''''''''''''''''''''''''''''''''''''''''' + prediction +''''''''''''''''''''''''''''''''''''''''''''' +age_p2=age_p + +pred=[['MAE'],[str(MAE(age2[age2>=-1],age_p2[age2>=-1]))],['CA3','CA5'],['0','0'],['ID','age','age_p','error']] +CA3=0 +CA5=0 +for i in range(0,len(image2)): + error=np.absolute(age2[i]-age_p2[i]) + if age2[i]>=-1: + if error<=3: + CA3+=1 + if error<=5: + CA5+=1 + temp = [str(i), str(age2[i]), str(age_p2[i]), str(error)] + pred.append(temp) + +CA3/=len(age2[age2>=-1]) +CA5/=len(age2[age2>=-1]) +pred[3]=[str(CA3),str(CA5)] + +print('CA3: ',CA3,'\nCA5: ',CA5) + +f=open(save_name,'w') +w=csv.writer(f) +w.writerows(pred) +f.close diff --git a/SSRNET/SSRNET_model.py b/SSRNET/SSRNET_model.py new file mode 100644 index 0000000..95297df --- /dev/null +++ b/SSRNET/SSRNET_model.py @@ -0,0 +1,177 @@ +# This code is imported from the following project: https://github.com/asmith26/wide_resnets_keras + +import logging +import sys +import numpy as np +from keras.models import Model +from keras.layers import Input, Activation, add, Dense, Flatten, Dropout, Multiply, Embedding, Lambda, Add, Concatenate, Activation +from keras.layers.convolutional import Conv2D, AveragePooling2D, MaxPooling2D +from keras.layers.normalization import BatchNormalization +from keras.regularizers import l2 +from keras import backend as K +from keras.optimizers import SGD,Adam +from keras.applications.mobilenet import MobileNet +from densenet import * +from keras.utils import plot_model + +sys.setrecursionlimit(2 ** 20) +np.random.seed(2 ** 10) + + +class SSR_net: + def __init__(self, image_size,stage_num,lambda_local,lambda_d): + + if K.image_dim_ordering() == "th": + logging.debug("image_dim_ordering = 'th'") + self._channel_axis = 1 + self._input_shape = (3, image_size, image_size) + else: + logging.debug("image_dim_ordering = 'tf'") + self._channel_axis = -1 + self._input_shape = (image_size, image_size, 3) + + + self.stage_num = stage_num + self.lambda_local = lambda_local + self.lambda_d = lambda_d + +# def create_model(self): + def __call__(self): + logging.debug("Creating model...") + + + inputs = Input(shape=self._input_shape) + + #------------------------------------------------------------------------------------------------------------------------- + x = Conv2D(32,(3,3))(inputs) + x = BatchNormalization(axis=self._channel_axis)(x) + x = Activation('relu')(x) + x_layer1 = AveragePooling2D(2,2)(x) + x = Conv2D(32,(3,3))(x_layer1) + x = BatchNormalization(axis=self._channel_axis)(x) + x = Activation('relu')(x) + x_layer2 = AveragePooling2D(2,2)(x) + x = Conv2D(32,(3,3))(x_layer2) + x = BatchNormalization(axis=self._channel_axis)(x) + x = Activation('relu')(x) + x_layer3 = AveragePooling2D(2,2)(x) + x = Conv2D(32,(3,3))(x_layer3) + x = BatchNormalization(axis=self._channel_axis)(x) + x = Activation('relu')(x) + #------------------------------------------------------------------------------------------------------------------------- + s = Conv2D(16,(3,3))(inputs) + s = BatchNormalization(axis=self._channel_axis)(s) + s = Activation('tanh')(s) + s_layer1 = MaxPooling2D(2,2)(s) + s = Conv2D(16,(3,3))(s_layer1) + s = BatchNormalization(axis=self._channel_axis)(s) + s = Activation('tanh')(s) + s_layer2 = MaxPooling2D(2,2)(s) + s = Conv2D(16,(3,3))(s_layer2) + s = BatchNormalization(axis=self._channel_axis)(s) + s = Activation('tanh')(s) + s_layer3 = MaxPooling2D(2,2)(s) + s = Conv2D(16,(3,3))(s_layer3) + s = BatchNormalization(axis=self._channel_axis)(s) + s = Activation('tanh')(s) + + + #------------------------------------------------------------------------------------------------------------------------- + # Classifier block + s_layer4 = Conv2D(10,(1,1),activation='relu')(s) + s_layer4 = Flatten()(s_layer4) + s_layer4_mix = Dropout(0.2)(s_layer4) + s_layer4_mix = Dense(units=self.stage_num[0], activation="relu")(s_layer4_mix) + + x_layer4 = Conv2D(10,(1,1),activation='relu')(x) + x_layer4 = Flatten()(x_layer4) + x_layer4_mix = Dropout(0.2)(x_layer4) + x_layer4_mix = Dense(units=self.stage_num[0], activation="relu")(x_layer4_mix) + + feat_a_s1_pre = Multiply()([s_layer4,x_layer4]) + delta_s1 = Dense(1,activation='tanh',name='delta_s1')(feat_a_s1_pre) + + feat_a_s1 = Multiply()([s_layer4_mix,x_layer4_mix]) + feat_a_s1 = Dense(2*self.stage_num[0],activation='relu')(feat_a_s1) + pred_a_s1 = Dense(units=self.stage_num[0], activation="relu",name='pred_age_stage1')(feat_a_s1) + #feat_local_s1 = Lambda(lambda x: x/10)(feat_a_s1) + #feat_a_s1_local = Dropout(0.2)(pred_a_s1) + local_s1 = Dense(units=self.stage_num[0], activation='tanh', name='local_delta_stage1')(feat_a_s1) + #------------------------------------------------------------------------------------------------------------------------- + s_layer2 = Conv2D(10,(1,1),activation='relu')(s_layer2) + s_layer2 = MaxPooling2D(4,4)(s_layer2) + s_layer2 = Flatten()(s_layer2) + s_layer2_mix = Dropout(0.2)(s_layer2) + s_layer2_mix = Dense(self.stage_num[1],activation='relu')(s_layer2_mix) + + x_layer2 = Conv2D(10,(1,1),activation='relu')(x_layer2) + x_layer2 = AveragePooling2D(4,4)(x_layer2) + x_layer2 = Flatten()(x_layer2) + x_layer2_mix = Dropout(0.2)(x_layer2) + x_layer2_mix = Dense(self.stage_num[1],activation='relu')(x_layer2_mix) + + feat_a_s2_pre = Multiply()([s_layer2,x_layer2]) + delta_s2 = Dense(1,activation='tanh',name='delta_s2')(feat_a_s2_pre) + + feat_a_s2 = Multiply()([s_layer2_mix,x_layer2_mix]) + feat_a_s2 = Dense(2*self.stage_num[1],activation='relu')(feat_a_s2) + pred_a_s2 = Dense(units=self.stage_num[1], activation="relu",name='pred_age_stage2')(feat_a_s2) + #feat_local_s2 = Lambda(lambda x: x/10)(feat_a_s2) + #feat_a_s2_local = Dropout(0.2)(pred_a_s2) + local_s2 = Dense(units=self.stage_num[1], activation='tanh', name='local_delta_stage2')(feat_a_s2) + #------------------------------------------------------------------------------------------------------------------------- + s_layer1 = Conv2D(10,(1,1),activation='relu')(s_layer1) + s_layer1 = MaxPooling2D(8,8)(s_layer1) + s_layer1 = Flatten()(s_layer1) + s_layer1_mix = Dropout(0.2)(s_layer1) + s_layer1_mix = Dense(self.stage_num[2],activation='relu')(s_layer1_mix) + + x_layer1 = Conv2D(10,(1,1),activation='relu')(x_layer1) + x_layer1 = AveragePooling2D(8,8)(x_layer1) + x_layer1 = Flatten()(x_layer1) + x_layer1_mix = Dropout(0.2)(x_layer1) + x_layer1_mix = Dense(self.stage_num[2],activation='relu')(x_layer1_mix) + + feat_a_s3_pre = Multiply()([s_layer1,x_layer1]) + delta_s3 = Dense(1,activation='tanh',name='delta_s3')(feat_a_s3_pre) + + feat_a_s3 = Multiply()([s_layer1_mix,x_layer1_mix]) + feat_a_s3 = Dense(2*self.stage_num[2],activation='relu')(feat_a_s3) + pred_a_s3 = Dense(units=self.stage_num[2], activation="relu",name='pred_age_stage3')(feat_a_s3) + #feat_local_s3 = Lambda(lambda x: x/10)(feat_a_s3) + #feat_a_s3_local = Dropout(0.2)(pred_a_s3) + local_s3 = Dense(units=self.stage_num[2], activation='tanh', name='local_delta_stage3')(feat_a_s3) + #------------------------------------------------------------------------------------------------------------------------- + + def merge_age(x,s1,s2,s3,lambda_local,lambda_d): + a = x[0][:,0]*0 + b = x[0][:,0]*0 + c = x[0][:,0]*0 + A = s1*s2*s3 + V = 101 + + for i in range(0,s1): + a = a+(i+lambda_local*x[6][:,i])*x[0][:,i] + a = K.expand_dims(a,-1) + a = a/(s1*(1+lambda_d*x[3])) + + for j in range(0,s2): + b = b+(j+lambda_local*x[7][:,j])*x[1][:,j] + b = K.expand_dims(b,-1) + b = b/(s1*(1+lambda_d*x[3]))/(s2*(1+lambda_d*x[4])) + + for k in range(0,s3): + c = c+(k+lambda_local*x[8][:,k])*x[2][:,k] + c = K.expand_dims(c,-1) + c = c/(s1*(1+lambda_d*x[3]))/(s2*(1+lambda_d*x[4]))/(s3*(1+lambda_d*x[5])) + + + age = (a+b+c)*V + return age + + pred_a = Lambda(merge_age,arguments={'s1':self.stage_num[0],'s2':self.stage_num[1],'s3':self.stage_num[2],'lambda_local':self.lambda_local,'lambda_d':self.lambda_d},output_shape=(1,),name='pred_a')([pred_a_s1,pred_a_s2,pred_a_s3,delta_s1,delta_s2,delta_s3, local_s1, local_s2, local_s3]) + + model = Model(inputs=inputs, outputs=pred_a) + return model + + diff --git a/SSRNET/SSRNET_train.py b/SSRNET/SSRNET_train.py new file mode 100644 index 0000000..158799c --- /dev/null +++ b/SSRNET/SSRNET_train.py @@ -0,0 +1,126 @@ +import pandas as pd +import logging +import argparse +import os +os.environ['TF_CPP_MIN_LOG_LEVEL']='2' +import tensorflow as tf + +from keras.callbacks import ModelCheckpoint +from keras.optimizers import Adam +from SSRNET_model import SSR_net +from TYY_utils import mk_dir, load_data_npz +import numpy as np +import TYY_callbacks +from TYY_generators import * +from keras.utils import plot_model +from moviepy.editor import * +logging.basicConfig(level=logging.DEBUG) + + + + +def get_args(): + parser = argparse.ArgumentParser(description="This script trains the CNN model for age and gender estimation.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument("--input1", "-i1", type=str, required=True, + help="path to input1 database npz file") + parser.add_argument("--input2", "-i2", type=str, required=True, + help="path to input2 database npz file") + parser.add_argument("--db", type=str, required=True, + help="database name") + parser.add_argument("--batch_size", type=int, default=128, + help="batch size") + parser.add_argument("--nb_epochs", type=int, default=90, + help="number of epochs") + parser.add_argument("--netType1", type=int, required=True, + help="network type 1") + parser.add_argument("--netType2", type=int, required=True, + help="network type 2") + + args = parser.parse_args() + return args + + + +def main(): + args = get_args() + input_path1 = args.input1 + input_path2 = args.input2 + db_name = args.db + batch_size = args.batch_size + nb_epochs = args.nb_epochs + netType1 = args.netType1 + netType2 = args.netType2 + + logging.debug("Loading training data...") + image1, age1, image_size = load_data_npz(input_path1) + logging.debug("Loading testing data...") + image2, age2, image_size = load_data_npz(input_path2) + + + start_decay_epoch = [30,60] + + optMethod = Adam() + + stage_num = [3,3,3] + lambda_local = 0.25*(netType1%5) + lambda_d = 0.25*(netType2%5) + + model = SSR_net(image_size,stage_num, lambda_local, lambda_d)() + save_name = 'ssrnet_%d_%d_%d_%d_%s_%s' % (stage_num[0],stage_num[1],stage_num[2], image_size, lambda_local, lambda_d) + model.compile(optimizer=optMethod, loss=["mae"], metrics={'pred_a':'mae'}) + + if db_name == "megaage": + weight_file = "./pre-trained/wiki/ssrnet_3_3_3_64_1.0_1.0/ssrnet_3_3_3_64_1.0_1.0.h5" + model.load_weights(weight_file) + + logging.debug("Model summary...") + model.count_params() + model.summary() + + logging.debug("Saving model...") + mk_dir(db_name+"_models") + mk_dir(db_name+"_models/batch_size_%d/"%(batch_size)) + mk_dir(db_name+"_models/batch_size_%d/"%(batch_size)+save_name) + mk_dir(db_name+"_checkpoints") + mk_dir(db_name+"_checkpoints/batch_size_%d/"%(batch_size)) + plot_model(model, to_file=db_name+"_models/batch_size_%d/"%(batch_size)+save_name+"/"+save_name+".png") + + with open(os.path.join(db_name+"_models/batch_size_%d/"%(batch_size)+save_name, save_name+'.json'), "w") as f: + f.write(model.to_json()) + + decaylearningrate = TYY_callbacks.DecayLearningRate(start_decay_epoch) + + callbacks = [ModelCheckpoint(db_name+"_checkpoints/batch_size_%d/"%(batch_size)+"weights.{epoch:02d}-{val_loss:.2f}.hdf5", + monitor="val_loss", + verbose=1, + save_best_only=True, + mode="auto"), decaylearningrate + ] + logging.debug("Running training...") + + data_num = len(image1)+len(image2) + indexes1 = np.arange(len(image1)) + indexes2 = np.arange(len(image2)) + np.random.shuffle(indexes1) + np.random.shuffle(indexes2) + x_train = image1[indexes1] + x_test = image2[indexes2] + y_train_a = age1[indexes1] + y_test_a = age2[indexes2] + train_num = len(image1) + + hist = model.fit_generator(generator=data_generator_reg(X=x_train, Y=y_train_a, batch_size=batch_size), + steps_per_epoch=train_num // batch_size, + validation_data=(x_test, [y_test_a]), + epochs=nb_epochs, verbose=1, + callbacks=callbacks) + + logging.debug("Saving weights...") + model.save_weights(os.path.join(db_name+"_models/batch_size_%d/"%(batch_size)+save_name, save_name+'.h5'), overwrite=True) + pd.DataFrame(hist.history).to_hdf(os.path.join(db_name+"_models/batch_size_%d/"%(batch_size)+save_name, 'history_'+save_name+'.h5'), "history") + + +if __name__ == '__main__': + main() + diff --git a/SSRNET/TYY_callbacks.py b/SSRNET/TYY_callbacks.py new file mode 100644 index 0000000..075c70e --- /dev/null +++ b/SSRNET/TYY_callbacks.py @@ -0,0 +1,36 @@ +import keras +from sklearn.metrics import roc_auc_score +import sys +import matplotlib.pyplot as plt +from keras.models import Model +import numpy as np +from keras import backend as K + + +class DecayLearningRate(keras.callbacks.Callback): + def __init__(self, startEpoch): + self.startEpoch = startEpoch + + def on_train_begin(self, logs={}): + return + def on_train_end(self, logs={}): + return + + def on_epoch_begin(self, epoch, logs={}): + if epoch in self.startEpoch: + if epoch == 0: + ratio = 1 + else: + ratio = 0.1 + LR = K.get_value(self.model.optimizer.lr) + K.set_value(self.model.optimizer.lr,LR*ratio) + return + + def on_epoch_end(self, epoch, logs={}): + return + + def on_batch_begin(self, batch, logs={}): + return + + def on_batch_end(self, batch, logs={}): + return diff --git a/SSRNET/TYY_generators.py b/SSRNET/TYY_generators.py new file mode 100644 index 0000000..8f7e132 --- /dev/null +++ b/SSRNET/TYY_generators.py @@ -0,0 +1,102 @@ +import keras +import numpy as np +import sys +from scipy import misc +import tensorflow as tf + + +def random_crop(x,dn): + dx = np.random.randint(dn,size=1)[0] + dy = np.random.randint(dn,size=1)[0] + w = x.shape[0] + h = x.shape[1] + out = x[0+dx:w-(dn-dx),0+dy:h-(dn-dy),:] + out = misc.imresize(out, (w,h), interp='nearest') + return out + +def augment_data(images): + for i in range(0,images.shape[0]): + + if np.random.random() > 0.5: + images[i] = images[i][:,::-1] + """ + if np.random.random() > 0.5: + images[i] = random_crop(images[i],4) + """ + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_rotation(images[i], 20, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_shear(images[i], 0.2, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_shift(images[i], 0.2, 0.2, row_axis=0, col_axis=1, channel_axis=2) + if np.random.random() > 0.75: + images[i] = tf.contrib.keras.preprocessing.image.random_zoom(images[i], [0.8,1.2], row_axis=0, col_axis=1, channel_axis=2) + + return images + + +def data_generator_reg(X,Y,batch_size): + + while True: + idxs = np.random.permutation(len(X)) + X = X[idxs] + Y = Y[idxs] + p,q = [],[] + for i in range(len(X)): + p.append(X[i]) + q.append(Y[i]) + if len(p) == batch_size: + yield augment_data(np.array(p)),np.array(q) + p,q = [],[] + if p: + yield augment_data(np.array(p)),np.array(q) + p,q = [],[] + +def data_generator_dex(X,Y,batch_size): + + Y1 = Y[0] + Y2 = Y[1] + + while True: + idxs = np.random.permutation(len(X)) + X = X[idxs] + Y1 = Y1[idxs] + Y2 = Y2[idxs] + p,q1,q2 = [],[],[] + for i in range(len(X)): + p.append(X[i]) + q1.append(Y1[i]) + q2.append(Y2[i]) + if len(p) == batch_size: + yield augment_data(np.array(p)),[np.array(q1),np.array(q2)] + p,q1,q2 = [],[],[] + if p: + yield augment_data(np.array(p)),[np.array(q1),np.array(q2)] + p,q1,q2 = [],[],[] + +def data_generator_dex_centerloss(X,Y,batch_size): + X1 = X[0] + X2 = X[1] + Y1 = Y[0] + Y2 = Y[1] + Y3 = Y[2] + while True: + idxs = np.random.permutation(len(X1)) + X1 = X1[idxs] #images + X2 = X2[idxs] #labels for center loss + Y1 = Y1[idxs] + Y2 = Y2[idxs] + Y3 = Y3[idxs] + p1,p2,q1,q2,q3 = [],[],[],[],[] + for i in range(len(X1)): + p1.append(X1[i]) + p2.append(X2[i]) + q1.append(Y1[i]) + q2.append(Y2[i]) + q3.append(Y3[i]) + if len(p1) == batch_size: + yield [augment_data(np.array(p1)),np.array(p2)],[np.array(q1),np.array(q2),np.array(q3)] + p1,p2,q1,q2,q3 = [],[],[],[],[] + if p1: + yield [augment_data(np.array(p1)),np.array(p2)],[np.array(q1),np.array(q2),np.array(q3)] + p1,p2,q1,q2,q3 = [],[],[],[],[] \ No newline at end of file diff --git a/SSRNET/TYY_utils.py b/SSRNET/TYY_utils.py new file mode 100644 index 0000000..9329178 --- /dev/null +++ b/SSRNET/TYY_utils.py @@ -0,0 +1,51 @@ +# modifided from https://github.com/yu4u/age-gender-estimation + +from scipy.io import loadmat +from datetime import datetime +import os +import numpy as np + +def calc_age(taken, dob): + birth = datetime.fromordinal(max(int(dob) - 366, 1)) + + # assume the photo was taken in the middle of the year + if birth.month < 7: + return taken - birth.year + else: + return taken - birth.year - 1 + + +def get_meta(mat_path, db): + meta = loadmat(mat_path) + full_path = meta[db][0, 0]["full_path"][0] + dob = meta[db][0, 0]["dob"][0] # Matlab serial date number + gender = meta[db][0, 0]["gender"][0] + photo_taken = meta[db][0, 0]["photo_taken"][0] # year + face_score = meta[db][0, 0]["face_score"][0] + second_face_score = meta[db][0, 0]["second_face_score"][0] + age = [calc_age(photo_taken[i], dob[i]) for i in range(len(dob))] + + return full_path, dob, gender, photo_taken, face_score, second_face_score, age + + +def load_data(mat_path): + d = loadmat(mat_path) + + return d["image"], d["gender"][0], d["age"][0], d["db"][0], d["img_size"][0, 0], d["min_score"][0, 0] + +''' +def load_MORPH_data_npz(npz_path): + d = np.load(npz_path) + + return d["image"], d["gender"], d["age"], d["img_size"] +''' +def load_data_npz(npz_path): + d = np.load(npz_path) + + return d["image"], d["age"], d["img_size"] + +def mk_dir(dir): + try: + os.mkdir( dir ) + except OSError: + pass diff --git a/SSRNET/densenet.py b/SSRNET/densenet.py new file mode 100644 index 0000000..19101bb --- /dev/null +++ b/SSRNET/densenet.py @@ -0,0 +1,785 @@ +#https://github.com/titu1994/DenseNet +'''DenseNet models for Keras. +# Reference +- [Densely Connected Convolutional Networks](https://arxiv.org/pdf/1608.06993.pdf) +- [The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation](https://arxiv.org/pdf/1611.09326.pdf) +''' +from __future__ import print_function +from __future__ import absolute_import +from __future__ import division + +import warnings + +from keras.models import Model +from keras.layers.core import Dense, Dropout, Activation, Reshape +from keras.layers.convolutional import Conv2D, Conv2DTranspose, UpSampling2D +from keras.layers.pooling import AveragePooling2D, MaxPooling2D +from keras.layers.pooling import GlobalAveragePooling2D +from keras.layers import Input +from keras.layers.merge import concatenate +from keras.layers.normalization import BatchNormalization +from keras.regularizers import l2 +from keras.utils.layer_utils import convert_all_kernels_in_model, convert_dense_weights_data_format +from keras.utils.data_utils import get_file +from keras.engine.topology import get_source_inputs +from keras.applications.imagenet_utils import _obtain_input_shape +from keras.applications.imagenet_utils import decode_predictions +import keras.backend as K + +from subpixel import SubPixelUpscaling + +DENSENET_121_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-121-32.h5' +DENSENET_161_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-161-48.h5' +DENSENET_169_WEIGHTS_PATH = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-169-32.h5' +DENSENET_121_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-121-32-no-top.h5' +DENSENET_161_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-161-48-no-top.h5' +DENSENET_169_WEIGHTS_PATH_NO_TOP = r'https://github.com/titu1994/DenseNet/releases/download/v3.0/DenseNet-BC-169-32-no-top.h5' + +def preprocess_input(x, data_format=None): + """Preprocesses a tensor encoding a batch of images. + + # Arguments + x: input Numpy tensor, 4D. + data_format: data format of the image tensor. + + # Returns + Preprocessed tensor. + """ + if data_format is None: + data_format = K.image_data_format() + assert data_format in {'channels_last', 'channels_first'} + + if data_format == 'channels_first': + if x.ndim == 3: + # 'RGB'->'BGR' + x = x[::-1, ...] + # Zero-center by mean pixel + x[0, :, :] -= 103.939 + x[1, :, :] -= 116.779 + x[2, :, :] -= 123.68 + else: + x = x[:, ::-1, ...] + x[:, 0, :, :] -= 103.939 + x[:, 1, :, :] -= 116.779 + x[:, 2, :, :] -= 123.68 + else: + # 'RGB'->'BGR' + x = x[..., ::-1] + # Zero-center by mean pixel + x[..., 0] -= 103.939 + x[..., 1] -= 116.779 + x[..., 2] -= 123.68 + + x *= 0.017 # scale values + + return x + + +def DenseNet(input_shape=None, depth=40, nb_dense_block=3, growth_rate=12, nb_filter=-1, nb_layers_per_block=-1, + bottleneck=False, reduction=0.0, dropout_rate=0.0, weight_decay=1e-4, subsample_initial_block=False, + include_top=True, weights=None, input_tensor=None, + classes=10, activation='softmax'): + '''Instantiate the DenseNet architecture, + optionally loading weights pre-trained + on CIFAR-10. Note that when using TensorFlow, + for best performance you should set + `image_data_format='channels_last'` in your Keras config + at ~/.keras/keras.json. + The model and the weights are compatible with both + TensorFlow and Theano. The dimension ordering + convention used by the model is the one + specified in your Keras config file. + # Arguments + input_shape: optional shape tuple, only to be specified + if `include_top` is False (otherwise the input shape + has to be `(32, 32, 3)` (with `channels_last` dim ordering) + or `(3, 32, 32)` (with `channels_first` dim ordering). + It should have exactly 3 inputs channels, + and width and height should be no smaller than 8. + E.g. `(200, 200, 3)` would be one valid value. + depth: number or layers in the DenseNet + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_filter: initial number of filters. -1 indicates initial + number of filters is 2 * growth_rate + nb_layers_per_block: number of layers in each dense block. + Can be a -1, positive integer or a list. + If -1, calculates nb_layer_per_block from the network depth. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + bottleneck: flag to add bottleneck blocks in between dense blocks + reduction: reduction factor of transition blocks. + Note : reduction value is inverted to compute compression. + dropout_rate: dropout rate + weight_decay: weight decay rate + subsample_initial_block: Set to True to subsample the initial convolution and + add a MaxPool2D before the dense blocks are added. + include_top: whether to include the fully-connected + layer at the top of the network. + weights: one of `None` (random initialization) or + 'imagenet' (pre-training on ImageNet).. + input_tensor: optional Keras tensor (i.e. output of `layers.Input()`) + to use as image input for the model. + classes: optional number of classes to classify images + into, only to be specified if `include_top` is True, and + if no `weights` argument is specified. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + # Returns + A Keras model instance. + ''' + + if weights not in {'imagenet', None}: + raise ValueError('The `weights` argument should be either ' + '`None` (random initialization) or `cifar10` ' + '(pre-training on CIFAR-10).') + + if weights == 'imagenet' and include_top and classes != 1000: + raise ValueError('If using `weights` as ImageNet with `include_top`' + ' as true, `classes` should be 1000') + + if activation not in ['softmax', 'sigmoid']: + raise ValueError('activation must be one of "softmax" or "sigmoid"') + + if activation == 'sigmoid' and classes != 1: + raise ValueError('sigmoid activation can only be used when classes = 1') + """ + # Determine proper input shape + input_shape = _obtain_input_shape(input_shape, + default_size=32, + min_size=8, + data_format=K.image_data_format(), + require_flatten=include_top) + """ + if input_tensor is None: + img_input = Input(shape=input_shape) + else: + if not K.is_keras_tensor(input_tensor): + img_input = Input(tensor=input_tensor, shape=input_shape) + else: + img_input = input_tensor + + x = __create_dense_net(classes, img_input, include_top, depth, nb_dense_block, + growth_rate, nb_filter, nb_layers_per_block, bottleneck, reduction, + dropout_rate, weight_decay, subsample_initial_block, activation) + + # Ensure that the model takes into account + # any potential predecessors of `input_tensor`. + if input_tensor is not None: + inputs = get_source_inputs(input_tensor) + else: + inputs = img_input + # Create model. + model = Model(inputs, x, name='densenet') + + # load weights + if weights == 'imagenet': + weights_loaded = False + + if (depth == 121) and (nb_dense_block == 4) and (growth_rate == 32) and (nb_filter == 64) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-121-32.h5', + DENSENET_121_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='a439dd41aa672aef6daba4ee1fd54abd') + else: + weights_path = get_file('DenseNet-BC-121-32-no-top.h5', + DENSENET_121_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='55e62a6358af8a0af0eedf399b5aea99') + model.load_weights(weights_path) + weights_loaded = True + + if (depth == 161) and (nb_dense_block == 4) and (growth_rate == 48) and (nb_filter == 96) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-161-48.h5', + DENSENET_161_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='6c326cf4fbdb57d31eff04333a23fcca') + else: + weights_path = get_file('DenseNet-BC-161-48-no-top.h5', + DENSENET_161_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='1a9476b79f6b7673acaa2769e6427b92') + model.load_weights(weights_path) + weights_loaded = True + + if (depth == 169) and (nb_dense_block == 4) and (growth_rate == 32) and (nb_filter == 64) and \ + (bottleneck is True) and (reduction == 0.5) and (dropout_rate == 0.0) and (subsample_initial_block): + if include_top: + weights_path = get_file('DenseNet-BC-169-32.h5', + DENSENET_169_WEIGHTS_PATH, + cache_subdir='models', + md5_hash='914869c361303d2e39dec640b4e606a6') + else: + weights_path = get_file('DenseNet-BC-169-32-no-top.h5', + DENSENET_169_WEIGHTS_PATH_NO_TOP, + cache_subdir='models', + md5_hash='89c19e8276cfd10585d5fadc1df6859e') + model.load_weights(weights_path) + weights_loaded = True + + if weights_loaded: + if K.backend() == 'theano': + convert_all_kernels_in_model(model) + + if K.image_data_format() == 'channels_first' and K.backend() == 'tensorflow': + warnings.warn('You are using the TensorFlow backend, yet you ' + 'are using the Theano ' + 'image data format convention ' + '(`image_data_format="channels_first"`). ' + 'For best performance, set ' + '`image_data_format="channels_last"` in ' + 'your Keras config ' + 'at ~/.keras/keras.json.') + + print("Weights for the model were loaded successfully") + + return model + + +def DenseNetFCN(input_shape, nb_dense_block=5, growth_rate=16, nb_layers_per_block=4, + reduction=0.0, dropout_rate=0.0, weight_decay=1e-4, init_conv_filters=48, + include_top=True, weights=None, input_tensor=None, classes=1, activation='softmax', + upsampling_conv=128, upsampling_type='deconv'): + '''Instantiate the DenseNet FCN architecture. + Note that when using TensorFlow, + for best performance you should set + `image_data_format='channels_last'` in your Keras config + at ~/.keras/keras.json. + # Arguments + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_layers_per_block: number of layers in each dense block. + Can be a positive integer or a list. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + reduction: reduction factor of transition blocks. + Note : reduction value is inverted to compute compression. + dropout_rate: dropout rate + init_conv_filters: number of layers in the initial convolution layer + include_top: whether to include the fully-connected + layer at the top of the network. + weights: one of `None` (random initialization) or + 'cifar10' (pre-training on CIFAR-10).. + input_tensor: optional Keras tensor (i.e. output of `layers.Input()`) + to use as image input for the model. + input_shape: optional shape tuple, only to be specified + if `include_top` is False (otherwise the input shape + has to be `(32, 32, 3)` (with `channels_last` dim ordering) + or `(3, 32, 32)` (with `channels_first` dim ordering). + It should have exactly 3 inputs channels, + and width and height should be no smaller than 8. + E.g. `(200, 200, 3)` would be one valid value. + classes: optional number of classes to classify images + into, only to be specified if `include_top` is True, and + if no `weights` argument is specified. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + upsampling_conv: number of convolutional layers in upsampling via subpixel convolution + upsampling_type: Can be one of 'upsampling', 'deconv' and + 'subpixel'. Defines type of upsampling algorithm used. + batchsize: Fixed batch size. This is a temporary requirement for + computation of output shape in the case of Deconvolution2D layers. + Parameter will be removed in next iteration of Keras, which infers + output shape of deconvolution layers automatically. + # Returns + A Keras model instance. + ''' + + if weights not in {None}: + raise ValueError('The `weights` argument should be ' + '`None` (random initialization) as no ' + 'model weights are provided.') + + upsampling_type = upsampling_type.lower() + + if upsampling_type not in ['upsampling', 'deconv', 'subpixel']: + raise ValueError('Parameter "upsampling_type" must be one of "upsampling", ' + '"deconv" or "subpixel".') + + if input_shape is None: + raise ValueError('For fully convolutional models, input shape must be supplied.') + + if type(nb_layers_per_block) is not list and nb_dense_block < 1: + raise ValueError('Number of dense layers per block must be greater than 1. Argument ' + 'value was %d.' % (nb_layers_per_block)) + + if activation not in ['softmax', 'sigmoid']: + raise ValueError('activation must be one of "softmax" or "sigmoid"') + + if activation == 'sigmoid' and classes != 1: + raise ValueError('sigmoid activation can only be used when classes = 1') + + # Determine proper input shape + min_size = 2 ** nb_dense_block + + if K.image_data_format() == 'channels_first': + if input_shape is not None: + if ((input_shape[1] is not None and input_shape[1] < min_size) or + (input_shape[2] is not None and input_shape[2] < min_size)): + raise ValueError('Input size must be at least ' + + str(min_size) + 'x' + str(min_size) + ', got ' + '`input_shape=' + str(input_shape) + '`') + else: + input_shape = (classes, None, None) + else: + if input_shape is not None: + if ((input_shape[0] is not None and input_shape[0] < min_size) or + (input_shape[1] is not None and input_shape[1] < min_size)): + raise ValueError('Input size must be at least ' + + str(min_size) + 'x' + str(min_size) + ', got ' + '`input_shape=' + str(input_shape) + '`') + else: + input_shape = (None, None, classes) + + if input_tensor is None: + img_input = Input(shape=input_shape) + else: + if not K.is_keras_tensor(input_tensor): + img_input = Input(tensor=input_tensor, shape=input_shape) + else: + img_input = input_tensor + + x = __create_fcn_dense_net(classes, img_input, include_top, nb_dense_block, + growth_rate, reduction, dropout_rate, weight_decay, + nb_layers_per_block, upsampling_conv, upsampling_type, + init_conv_filters, input_shape, activation) + + # Ensure that the model takes into account + # any potential predecessors of `input_tensor`. + if input_tensor is not None: + inputs = get_source_inputs(input_tensor) + else: + inputs = img_input + # Create model. + model = Model(inputs, x, name='fcn-densenet') + + return model + + +def DenseNetImageNet121(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=121, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 24, 16], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet169(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=169, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 32, 32], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet201(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights=None, + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=201, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 48, 32], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet264(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights=None, + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=201, nb_dense_block=4, growth_rate=32, nb_filter=64, + nb_layers_per_block=[6, 12, 64, 48], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def DenseNetImageNet161(input_shape=None, + bottleneck=True, + reduction=0.5, + dropout_rate=0.0, + weight_decay=1e-4, + include_top=True, + weights='imagenet', + input_tensor=None, + classes=1000, + activation='softmax'): + return DenseNet(input_shape, depth=161, nb_dense_block=4, growth_rate=48, nb_filter=96, + nb_layers_per_block=[6, 12, 36, 24], bottleneck=bottleneck, reduction=reduction, + dropout_rate=dropout_rate, weight_decay=weight_decay, subsample_initial_block=True, + include_top=include_top, weights=weights, input_tensor=input_tensor, + classes=classes, activation=activation) + + +def __conv_block(ip, nb_filter, bottleneck=False, dropout_rate=None, weight_decay=1e-4): + ''' Apply BatchNorm, Relu, 3x3 Conv2D, optional bottleneck block and dropout + Args: + ip: Input keras tensor + nb_filter: number of filters + bottleneck: add bottleneck block + dropout_rate: dropout rate + weight_decay: weight decay factor + Returns: keras tensor with batch_norm, relu and convolution2d added (optional bottleneck) + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(ip) + x = Activation('relu')(x) + + if bottleneck: + inter_channel = nb_filter * 4 # Obtained from https://github.com/liuzhuang13/DenseNet/blob/master/densenet.lua + + x = Conv2D(inter_channel, (1, 1), kernel_initializer='he_normal', padding='same', use_bias=False, + kernel_regularizer=l2(weight_decay))(x) + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + + x = Conv2D(nb_filter, (3, 3), kernel_initializer='he_normal', padding='same', use_bias=False)(x) + if dropout_rate: + x = Dropout(dropout_rate)(x) + + return x + + +def __dense_block(x, nb_layers, nb_filter, growth_rate, bottleneck=False, dropout_rate=None, weight_decay=1e-4, + grow_nb_filters=True, return_concat_list=False): + ''' Build a dense_block where the output of each conv_block is fed to subsequent ones + Args: + x: keras tensor + nb_layers: the number of layers of conv_block to append to the model. + nb_filter: number of filters + growth_rate: growth rate + bottleneck: bottleneck block + dropout_rate: dropout rate + weight_decay: weight decay factor + grow_nb_filters: flag to decide to allow number of filters to grow + return_concat_list: return the list of feature maps along with the actual output + Returns: keras tensor with nb_layers of conv_block appended + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x_list = [x] + + for i in range(nb_layers): + cb = __conv_block(x, growth_rate, bottleneck, dropout_rate, weight_decay) + x_list.append(cb) + + x = concatenate([x, cb], axis=concat_axis) + + if grow_nb_filters: + nb_filter += growth_rate + + if return_concat_list: + return x, nb_filter, x_list + else: + return x, nb_filter + + +def __transition_block(ip, nb_filter, compression=1.0, weight_decay=1e-4): + ''' Apply BatchNorm, Relu 1x1, Conv2D, optional compression, dropout and Maxpooling2D + Args: + ip: keras tensor + nb_filter: number of filters + compression: calculated as 1 - reduction. Reduces the number of feature maps + in the transition block. + dropout_rate: dropout rate + weight_decay: weight decay factor + Returns: keras tensor, after applying batch_norm, relu-conv, dropout, maxpool + ''' + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(ip) + x = Activation('relu')(x) + x = Conv2D(int(nb_filter * compression), (1, 1), kernel_initializer='he_normal', padding='same', use_bias=False, + kernel_regularizer=l2(weight_decay))(x) + x = AveragePooling2D((2, 2), strides=(2, 2))(x) + + return x + + +def __transition_up_block(ip, nb_filters, type='deconv', weight_decay=1E-4): + ''' SubpixelConvolutional Upscaling (factor = 2) + Args: + ip: keras tensor + nb_filters: number of layers + type: can be 'upsampling', 'subpixel', 'deconv'. Determines type of upsampling performed + weight_decay: weight decay factor + Returns: keras tensor, after applying upsampling operation. + ''' + + if type == 'upsampling': + x = UpSampling2D()(ip) + elif type == 'subpixel': + x = Conv2D(nb_filters, (3, 3), activation='relu', padding='same', kernel_regularizer=l2(weight_decay), + use_bias=False, kernel_initializer='he_normal')(ip) + x = SubPixelUpscaling(scale_factor=2)(x) + x = Conv2D(nb_filters, (3, 3), activation='relu', padding='same', kernel_regularizer=l2(weight_decay), + use_bias=False, kernel_initializer='he_normal')(x) + else: + x = Conv2DTranspose(nb_filters, (3, 3), activation='relu', padding='same', strides=(2, 2), + kernel_initializer='he_normal', kernel_regularizer=l2(weight_decay))(ip) + + return x + + +def __create_dense_net(nb_classes, img_input, include_top, depth=40, nb_dense_block=3, growth_rate=12, nb_filter=-1, + nb_layers_per_block=-1, bottleneck=False, reduction=0.0, dropout_rate=None, weight_decay=1e-4, + subsample_initial_block=False, activation='softmax'): + ''' Build the DenseNet model + Args: + nb_classes: number of classes + img_input: tuple of shape (channels, rows, columns) or (rows, columns, channels) + include_top: flag to include the final Dense layer + depth: number or layers + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + nb_filter: initial number of filters. Default -1 indicates initial number of filters is 2 * growth_rate + nb_layers_per_block: number of layers in each dense block. + Can be a -1, positive integer or a list. + If -1, calculates nb_layer_per_block from the depth of the network. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + bottleneck: add bottleneck blocks + reduction: reduction factor of transition blocks. Note : reduction value is inverted to compute compression + dropout_rate: dropout rate + weight_decay: weight decay rate + subsample_initial_block: Set to True to subsample the initial convolution and + add a MaxPool2D before the dense blocks are added. + subsample_initial: + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + Returns: keras tensor with nb_layers of conv_block appended + ''' + + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + if reduction != 0.0: + assert reduction <= 1.0 and reduction > 0.0, 'reduction value must lie between 0.0 and 1.0' + + # layers in each dense block + if type(nb_layers_per_block) is list or type(nb_layers_per_block) is tuple: + nb_layers = list(nb_layers_per_block) # Convert tuple to list + + assert len(nb_layers) == (nb_dense_block), 'If list, nb_layer is used as provided. ' \ + 'Note that list size must be (nb_dense_block)' + final_nb_layer = nb_layers[-1] + nb_layers = nb_layers[:-1] + else: + if nb_layers_per_block == -1: + assert (depth - 4) % 3 == 0, 'Depth must be 3 N + 4 if nb_layers_per_block == -1' + count = int((depth - 4) / 3) + nb_layers = [count for _ in range(nb_dense_block)] + final_nb_layer = count + else: + final_nb_layer = nb_layers_per_block + nb_layers = [nb_layers_per_block] * nb_dense_block + + # compute initial nb_filter if -1, else accept users initial nb_filter + if nb_filter <= 0: + nb_filter = 2 * growth_rate + + # compute compression factor + compression = 1.0 - reduction + + # Initial convolution + if subsample_initial_block: + initial_kernel = (7, 7) + initial_strides = (2, 2) + else: + initial_kernel = (3, 3) + initial_strides = (1, 1) + + x = Conv2D(nb_filter, initial_kernel, kernel_initializer='he_normal', padding='same', + strides=initial_strides, use_bias=False, kernel_regularizer=l2(weight_decay))(img_input) + + if subsample_initial_block: + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + x = MaxPooling2D((3, 3), strides=(2, 2), padding='same')(x) + + # Add dense blocks + for block_idx in range(nb_dense_block - 1): + x, nb_filter = __dense_block(x, nb_layers[block_idx], nb_filter, growth_rate, bottleneck=bottleneck, + dropout_rate=dropout_rate, weight_decay=weight_decay) + # add transition_block + x = __transition_block(x, nb_filter, compression=compression, weight_decay=weight_decay) + nb_filter = int(nb_filter * compression) + + # The last dense_block does not have a transition_block + x, nb_filter = __dense_block(x, final_nb_layer, nb_filter, growth_rate, bottleneck=bottleneck, + dropout_rate=dropout_rate, weight_decay=weight_decay) + + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + x = GlobalAveragePooling2D()(x) + + if include_top: + x = Dense(nb_classes, activation=activation)(x) + + return x + + +def __create_fcn_dense_net(nb_classes, img_input, include_top, nb_dense_block=5, growth_rate=12, + reduction=0.0, dropout_rate=None, weight_decay=1e-4, + nb_layers_per_block=4, nb_upsampling_conv=128, upsampling_type='upsampling', + init_conv_filters=48, input_shape=None, activation='deconv'): + ''' Build the DenseNet model + Args: + nb_classes: number of classes + img_input: tuple of shape (channels, rows, columns) or (rows, columns, channels) + include_top: flag to include the final Dense layer + nb_dense_block: number of dense blocks to add to end (generally = 3) + growth_rate: number of filters to add per dense block + reduction: reduction factor of transition blocks. Note : reduction value is inverted to compute compression + dropout_rate: dropout rate + weight_decay: weight decay + nb_layers_per_block: number of layers in each dense block. + Can be a positive integer or a list. + If positive integer, a set number of layers per dense block. + If list, nb_layer is used as provided. Note that list size must + be (nb_dense_block + 1) + nb_upsampling_conv: number of convolutional layers in upsampling via subpixel convolution + upsampling_type: Can be one of 'upsampling', 'deconv' and 'subpixel'. Defines + type of upsampling algorithm used. + input_shape: Only used for shape inference in fully convolutional networks. + activation: Type of activation at the top layer. Can be one of 'softmax' or 'sigmoid'. + Note that if sigmoid is used, classes must be 1. + Returns: keras tensor with nb_layers of conv_block appended + ''' + + concat_axis = 1 if K.image_data_format() == 'channels_first' else -1 + + if concat_axis == 1: # channels_first dim ordering + _, rows, cols = input_shape + else: + rows, cols, _ = input_shape + + if reduction != 0.0: + assert reduction <= 1.0 and reduction > 0.0, 'reduction value must lie between 0.0 and 1.0' + + # check if upsampling_conv has minimum number of filters + # minimum is set to 12, as at least 3 color channels are needed for correct upsampling + assert nb_upsampling_conv > 12 and nb_upsampling_conv % 4 == 0, 'Parameter `upsampling_conv` number of channels must ' \ + 'be a positive number divisible by 4 and greater ' \ + 'than 12' + + # layers in each dense block + if type(nb_layers_per_block) is list or type(nb_layers_per_block) is tuple: + nb_layers = list(nb_layers_per_block) # Convert tuple to list + + assert len(nb_layers) == (nb_dense_block + 1), 'If list, nb_layer is used as provided. ' \ + 'Note that list size must be (nb_dense_block + 1)' + + bottleneck_nb_layers = nb_layers[-1] + rev_layers = nb_layers[::-1] + nb_layers.extend(rev_layers[1:]) + else: + bottleneck_nb_layers = nb_layers_per_block + nb_layers = [nb_layers_per_block] * (2 * nb_dense_block + 1) + + # compute compression factor + compression = 1.0 - reduction + + # Initial convolution + x = Conv2D(init_conv_filters, (7, 7), kernel_initializer='he_normal', padding='same', name='initial_conv2D', + use_bias=False, kernel_regularizer=l2(weight_decay))(img_input) + x = BatchNormalization(axis=concat_axis, epsilon=1.1e-5)(x) + x = Activation('relu')(x) + + nb_filter = init_conv_filters + + skip_list = [] + + # Add dense blocks and transition down block + for block_idx in range(nb_dense_block): + x, nb_filter = __dense_block(x, nb_layers[block_idx], nb_filter, growth_rate, dropout_rate=dropout_rate, + weight_decay=weight_decay) + + # Skip connection + skip_list.append(x) + + # add transition_block + x = __transition_block(x, nb_filter, compression=compression, weight_decay=weight_decay) + + nb_filter = int(nb_filter * compression) # this is calculated inside transition_down_block + + # The last dense_block does not have a transition_down_block + # return the concatenated feature maps without the concatenation of the input + _, nb_filter, concat_list = __dense_block(x, bottleneck_nb_layers, nb_filter, growth_rate, + dropout_rate=dropout_rate, weight_decay=weight_decay, + return_concat_list=True) + + skip_list = skip_list[::-1] # reverse the skip list + + # Add dense blocks and transition up block + for block_idx in range(nb_dense_block): + n_filters_keep = growth_rate * nb_layers[nb_dense_block + block_idx] + + # upsampling block must upsample only the feature maps (concat_list[1:]), + # not the concatenation of the input with the feature maps (concat_list[0]. + l = concatenate(concat_list[1:], axis=concat_axis) + + t = __transition_up_block(l, nb_filters=n_filters_keep, type=upsampling_type, weight_decay=weight_decay) + + # concatenate the skip connection with the transition block + x = concatenate([t, skip_list[block_idx]], axis=concat_axis) + + # Dont allow the feature map size to grow in upsampling dense blocks + x_up, nb_filter, concat_list = __dense_block(x, nb_layers[nb_dense_block + block_idx + 1], nb_filter=growth_rate, + growth_rate=growth_rate, dropout_rate=dropout_rate, + weight_decay=weight_decay, return_concat_list=True, + grow_nb_filters=False) + + if include_top: + x = Conv2D(nb_classes, (1, 1), activation='linear', padding='same', use_bias=False)(x_up) + + if K.image_data_format() == 'channels_first': + channel, row, col = input_shape + else: + row, col, channel = input_shape + + x = Reshape((row * col, nb_classes))(x) + x = Activation(activation)(x) + x = Reshape((row, col, nb_classes))(x) + else: + x = x_up + + return x + diff --git a/SSRNET/subpixel.py b/SSRNET/subpixel.py new file mode 100644 index 0000000..3057157 --- /dev/null +++ b/SSRNET/subpixel.py @@ -0,0 +1,81 @@ +#https://github.com/titu1994/DenseNet +from __future__ import absolute_import + +from keras import backend as K +from keras.engine import Layer +from keras.utils.generic_utils import get_custom_objects +from keras.utils.conv_utils import normalize_data_format + +if K.backend() == 'theano': + import theano_backend as K_BACKEND +else: + import tensorflow_backend as K_BACKEND + +class SubPixelUpscaling(Layer): + """ Sub-pixel convolutional upscaling layer based on the paper "Real-Time Single Image + and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network" + (https://arxiv.org/abs/1609.05158). + This layer requires a Convolution2D prior to it, having output filters computed according to + the formula : + filters = k * (scale_factor * scale_factor) + where k = a user defined number of filters (generally larger than 32) + scale_factor = the upscaling factor (generally 2) + This layer performs the depth to space operation on the convolution filters, and returns a + tensor with the size as defined below. + # Example : + ```python + # A standard subpixel upscaling block + x = Convolution2D(256, 3, 3, padding='same', activation='relu')(...) + u = SubPixelUpscaling(scale_factor=2)(x) + [Optional] + x = Convolution2D(256, 3, 3, padding='same', activation='relu')(u) + ``` + In practice, it is useful to have a second convolution layer after the + SubPixelUpscaling layer to speed up the learning process. + However, if you are stacking multiple SubPixelUpscaling blocks, it may increase + the number of parameters greatly, so the Convolution layer after SubPixelUpscaling + layer can be removed. + # Arguments + scale_factor: Upscaling factor. + data_format: Can be None, 'channels_first' or 'channels_last'. + # Input shape + 4D tensor with shape: + `(samples, k * (scale_factor * scale_factor) channels, rows, cols)` if data_format='channels_first' + or 4D tensor with shape: + `(samples, rows, cols, k * (scale_factor * scale_factor) channels)` if data_format='channels_last'. + # Output shape + 4D tensor with shape: + `(samples, k channels, rows * scale_factor, cols * scale_factor))` if data_format='channels_first' + or 4D tensor with shape: + `(samples, rows * scale_factor, cols * scale_factor, k channels)` if data_format='channels_last'. + """ + + def __init__(self, scale_factor=2, data_format=None, **kwargs): + super(SubPixelUpscaling, self).__init__(**kwargs) + + self.scale_factor = scale_factor + self.data_format = normalize_data_format(data_format) + + def build(self, input_shape): + pass + + def call(self, x, mask=None): + y = K_BACKEND.depth_to_space(x, self.scale_factor, self.data_format) + return y + + def compute_output_shape(self, input_shape): + if self.data_format == 'channels_first': + b, k, r, c = input_shape + return (b, k // (self.scale_factor ** 2), r * self.scale_factor, c * self.scale_factor) + else: + b, r, c, k = input_shape + return (b, r * self.scale_factor, c * self.scale_factor, k // (self.scale_factor ** 2)) + + def get_config(self): + config = {'scale_factor': self.scale_factor, + 'data_format': self.data_format} + base_config = super(SubPixelUpscaling, self).get_config() + return dict(list(base_config.items()) + list(config.items())) + + +get_custom_objects().update({'SubPixelUpscaling': SubPixelUpscaling}) diff --git a/SSRNET/tensorflow_backend.py b/SSRNET/tensorflow_backend.py new file mode 100644 index 0000000..a878af9 --- /dev/null +++ b/SSRNET/tensorflow_backend.py @@ -0,0 +1,54 @@ +#https://github.com/titu1994/DenseNet +import tensorflow as tf + +from keras.backend import tensorflow_backend as KTF +from keras.backend.common import image_data_format + +py_all = all + + +def _preprocess_conv2d_input(x, data_format): + """Transpose and cast the input before the conv2d. + # Arguments + x: input tensor. + data_format: string, `"channels_last"` or `"channels_first"`. + # Returns + A tensor. + """ + if dtype(x) == 'float64': + x = tf.cast(x, 'float32') + if data_format == 'channels_first': + # TF uses the last dimension as channel dimension, + # instead of the 2nd one. + # TH input shape: (samples, input_depth, rows, cols) + # TF input shape: (samples, rows, cols, input_depth) + x = tf.transpose(x, (0, 2, 3, 1)) + return x + + +def _postprocess_conv2d_output(x, data_format): + """Transpose and cast the output from conv2d if needed. + # Arguments + x: A tensor. + data_format: string, `"channels_last"` or `"channels_first"`. + # Returns + A tensor. + """ + + if data_format == 'channels_first': + x = tf.transpose(x, (0, 3, 1, 2)) + + if floatx() == 'float64': + x = tf.cast(x, 'float64') + return x + + +def depth_to_space(input, scale, data_format=None): + ''' Uses phase shift algorithm to convert channels/depth for spatial resolution ''' + if data_format is None: + data_format = image_data_format() + data_format = data_format.lower() + input = _preprocess_conv2d_input(input, data_format) + out = tf.depth_to_space(input, scale) + out = _postprocess_conv2d_output(out, data_format) + return out diff --git a/TYY_Megaage_asian_create_db.py b/TYY_Megaage_asian_create_db.py new file mode 100644 index 0000000..7776e98 --- /dev/null +++ b/TYY_Megaage_asian_create_db.py @@ -0,0 +1,63 @@ +import numpy as np +import cv2 +import scipy.io +import argparse +from tqdm import tqdm +from os import listdir +from os.path import isfile, join +import sys +import dlib +from moviepy.editor import * + + +def get_args(): + parser = argparse.ArgumentParser(description="This script cleans-up noisy labels " + "and creates database for training.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument("--output", "-o", type=str, + help="path to output database mat file") + parser.add_argument("--img_size", type=int, default=64, + help="output image size") + + args = parser.parse_args() + return args + + +def main(): + args = get_args() + output_path = './data/megaage_test' + #output_path = './data/megaage_train' + img_size = args.img_size + + mypath = './megaage_asian/test' + #mypath = './megaage_asian/train' + isPlot = False + + age_file = np.loadtxt('./megaage_asian/list/test_age.txt') + #age_file = np.loadtxt('./megaage_asian/list/train_age.txt') + img_name_file = np.genfromtxt('./megaage_asian/list/test_name.txt',dtype='str') + #img_name_file = np.genfromtxt('./megaage_asian/list/train_name.txt',dtype='str') + out_ages = [] + out_imgs = [] + + for i in tqdm(range(len(img_name_file))): + + input_img = cv2.imread(mypath+'/'+img_name_file[i]) + input_img = input_img[20:-20,:,:] + img_h, img_w, _ = np.shape(input_img) + age = int(float(age_file[i])) + if age >= -1: + if isPlot: + img_clip = ImageClip(input_img) + img_clip.show() + key = cv2.waitKey(1000) + + input_img = cv2.resize(input_img,(img_size,img_size)) + #only add to the list when faces is detected + out_imgs.append(input_img) + out_ages.append(int(age)) + + np.savez(output_path,image=np.array(out_imgs), age=np.array(out_ages), img_size=img_size) + +if __name__ == '__main__': + main() diff --git a/data/README.md b/data/README.md new file mode 100644 index 0000000..116c2c3 --- /dev/null +++ b/data/README.md @@ -0,0 +1,3 @@ +Create megaage_train.npz and megaage_test.npz by TYY_Megaage_asian_create_db.py + or +Download from https://drive.google.com/open?id=1CismL8x4gi3sAfTi3qpxedWSStTPsrcp diff --git a/megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/densenet_reg_19_64.h5 b/megaage_models/DenseNet/batch_size_50/densenet_reg_19_64/densenet_reg_19_64.h5 new file mode 100644 index 0000000000000000000000000000000000000000..f59f3848aa76fa79c4876cd0716f1c5908b889f5 GIT binary patch literal 1055832 zcmeFa2|QL^*FTOjRfJL^Q4&c}8N#*K)+i~_TqF|FK%`QsP{t%fNhO42NRpJ{+UpRC zN`;C_vu2tn4g3{)-sisS?SAgx^MC&D@Bel_AJ;zn?C<%mz1P`$U1zVo_9bZIxCs(n zM^<*{J6z#<2il@2Zr9v#=e<-cBccU|H74bfKO=wRouz)nD5g}cL|uW5UC{5}e# 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