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abedidev / ResNet-TCN

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Some questions when reproducing your paper #9

Open qq1332427275 opened 11 months ago

qq1332427275 commented 11 months ago

Hi author, I am having some problems trying to reproduce the DaiSEE accuracy of 63.9% from your paper, could you please help me, it won't take much of your time.

  1. i have added weighted sampling in the DataLoader in training (not used in testing) and the TCN parameters are the same as in the paper, i see that your video clipping code cuts out around 300 frames per video but i only cut around 150 frames, could this be the main problem ? Is it necessary to detect faces and crop them?
  2. is an optimizer strategy needed and should I use SGD or Adam optimizer?
  3. how many epochs are needed to achieve 63.9% accuracy?
  4. is there anything else that needs to be changed in your current code, please specify? Thank you very much for reading and I look forward to hearing from you! ~ :D
luismarquez96 commented 5 days ago

Hi do you found a answer?