google-deepmind / google-deepmind/kinetics-i3d

train on my own dataset

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Hello! I trained I3D model on my own dataset, 2 classes, each about 50 videos, the two classes are similar, like open the door/ close the door, after 40 epochs, train_accuracy is 90+%,but the val accuracy is just 50%, the model didn't learn anything useful ! How could I do?

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