Low accuracy on validation and training

General Discussion
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#1

I am training a deep learning video classifier using movinet a0 but I get 40% training accuracy and 6% val accuracy !
I am trying to classify sign language using my own dataset. I converted it to tfrecords. I have used 15 epochs and 1 epoch but the accuracy is nearly the same

This is my code

Any advice would be appreciated

#4

I am using data from the same source for training and testing
but accuracy is still low