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caer's Issues

training issue

Hello author, if I use GPU for training, do I directly input it on the command line: python train.py --config config.json, other things do not need to be modified?

over-fitting

Hello author! Serious overfitting occurred during training. The training accuracy reached more than 90%, while the verification accuracy and test accuracy were only a little more than 70%. What is the reason for this? Thank you

Offline links

Hi!
The links for downloading dlib's cnn detector results are offline. Could you please fix them? Thank you

Pre-processing

Hello!,Could you fix the results of dlib's cnn detector for the training set and test set?thank you so much! Meanwhile,Could you upload your trained models?

How do I plot the architecture diagram of CAERNET?

I want to plot the architecture diagram of CAERnet can you please help me in doing so? I am unable to figure out what input dimensions should be passed for the model right now I am using this:

model1 = CAERSNet(context=True,context_attention=True,fusion_attention=True)

h1 = hl.build_graph(model1,torch.Tensor(1,3,224,224))
##hl is hiddenlayer library

The error I am getting is this

face_size, context_size = face.shape[2], context.shape[2]
AttributeError: 'NoneType' object has no attribute 'shape'

PLease help
thank you

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