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Tag Archive for conv-neural-networkimbalanced-dataoverfitting-underfitting

How to reduce Over fitting problem in siamese network

If our dataset has 13 classes in which some classes have 10 images, some have 50 images, 2 classes have 100 images and 1 class have 200 images.so is our dataset imbalanced? And can this imbalanced dataset lead to over fitting? How can overcome this?

How to reduce Over fitting problem in cnn

If our dataset has 13 classes in which some classes have 10 images, some have 50 images, 2 classes have 100 images and 1 class have 200 images.so is our dataset imbalanced? And can this imbalanced dataset lead to over fitting? How can overcome this?