CNN model is not converging

[aishgupta]

Hi,

I am trying to reproduce the paper results. However, when I run the file Step2_train_CNNonly.py, the loss value does not converge and CNN model is not trained. I have followed your code step by step but still unable to train the model. Can you help me in knowing what can possible go wrong here?

[lab176344]

Hi @aishgupta I could not get it running yet in Windows, did you do some mods from the original code. Thank you

[aishgupta]

Hi @lab176344 , yes I modified the original code. I did the following changes:
1- All the videos listed in the training file will not be downloaded. You need to handle this by creating the new train.txt and val.txt
2- Also, correct the filter id else it will result in an error in some cases.

[lab176344]

Thank you. Will update if i also face the same issue about model converging

[bioodzyannic]

Has one of you found a solution to the convergence issue ? I'm currently facing the same problem and any help is highly appreciated

[ccccj]

Hello, as the download link for BDD-X is currently not working, do you still have data saved for BDD-X? If so, could you send me a copy?