Code for the competition Carvana on Kaggle
Not all requirement are needed, but python should be 2.x and tensorflow should be 1.0+. Also, the scripts in this repository may not work properly on windows.
Ubuntu 16.04
Nvidia CUDA 8.0 with driver version 378.13
Python 2.7
Tensorflow 1.2
Sklearn 0.18.1
Scikit-image 0.12.3
There are some conventions about where we put the original files. (If the quota is not enough, use a soft link.)
Images: train-images/*.jpg
Labels: train-masks/*.gif
Test: test-images/*.jpg
There are also some conventions about where the tfrecord files are put to. Make sure you have the writing permissions.
Train: train-data/data*.tfrecord
Test: test-data/data*.tfrecord
RUN this script to generate tfrecords files.
bash convert-image-into-tfrecords.sh