https://www.kaggle.com/apollo2506/facial-recognition-dataset

I tried to solve this problem but after applying transfer learning using the Resnet152 pre-trained model, I faced a overfiting problem just after crossing 50% accuracy . I can’t understand the reason behind it. Is this happened for the lack of my study or it is the prblm of the dataset! Can anyone please guide me in this!