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jiang-du / BlazePose-tensorflow

A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
Apache License 2.0
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Questions about RAM usage, execution time, dataset preparing #17

Open MShchoholiev opened 3 years ago

MShchoholiev commented 3 years ago

Dear friend!

Thank you for your work! It's really impressive! I have several questions concerning your model. I would be very grateful for your answers!

  1. I tried to run the model on Colab Pro with 25GB RAM. When I run the training process on 200 photos, I get a message about memory overflow. Is this behavior normal? What could be the reason of such memory consumption?
  2. Could you please specify how much time one epoch takes for you?
  3. Why did you divide the LSP dataset into two equal parts for training and testing? Usually the data is divided in a ratio of about 80% to 20%.
  4. Why don't you use data normalization before training?