is there some model adjustment in it?

[ayj12345]

RuntimeError: Error(s) in loading state_dict for HorizonNet:
Missing key(s) in state_dict: "feature_extractor.encoder.conv1.1.weight", "feature_extractor.encoder.bn1.weight", "feature_extractor.encoder.bn1.bias", "feature_extractor.encoder.bn1.running_mean", "feature_extractor.encoder.bn1.running_var", "feature_extractor.encoder.layer1.0.conv1.weight", "feature_extractor.encoder.layer1.0.bn1.weight", "feature_extractor.encoder.layer1.0.bn1.bias", "feature_extractor.encoder.layer1.0.bn1.running_mean", "feature_extractor.encoder.layer1.0.bn1.running_var", "feature_extractor.encoder.layer1.0.conv2.1.weight", "feature_extractor.encoder.layer1.0.bn2.weight", "feature_extractor.encoder.layer1.0.bn2.bias", "feature_extractor.encoder.layer1.0.bn2.running_mean", "feature_extractor.encoder.layer1.0.bn2.running_var",
...
Unexpected key(s) in state_dict: "stage1.0.layer.1.weight", "stage1.0.layer.1.bias", "stage1.0.layer.2.weight", "stage1.0.layer.2.bias", "stage1.0.layer.2.running_mean", "stage1.0.layer.2.running_var", "stage1.0.layer.2.num_batches_tracked", "stage1.0.layer.5.weight", "stage1.0.layer.5.bias", "stage1.0.layer.6.weight", "stage1.0.layer.6.bias", "stage1.0.layer.6.running_mean", "stage1.0.layer.6.running_var", "stage1.0.layer.6.num_batches_tracked", "stage1.0.layer.9.weight", "stage1.0.layer.9.bias",
...

[ayj12345]

I added strict=False attribute to load_state_dict(). But the demo not work well.
net.load_state_dict(state_dict['state_dict'], strict=False)`

[sunset1995]

Hi,
I have updated the code a lot which causes the key mismatch between current implementation and the original trained one.
I'm going to train again and release the new weight by this week.

[sunset1995]

The strict=False doesn't work is expected as it will be just random initialization.

[ayj12345]

Hi,
I have updated the code a lot which causes the key mismatch between current implementation and the original trained one.
I'm going to train again and release the new weight by this week.

Thank you for your prompt reply. This interesting work is great helpful for me!

[robbiedood]

Got the same issue on Missing key(s) in state_dict. Look forward to the update.
Thank you.

[sunset1995]

Sorry, I'm super busy now 😭
A few more days plz.

[sunset1995]

I have just updated.
list of pretrained model

[robbiedood]

The issue has been resolved after the update. Brilliant, thank you !