Could't improve the predictions any further?

Here is my submission link

First I tried feedforward NN and improved a little, then I tried CNN but the improvement just stopped and could’t improve any further. What am I doing wrong? I think I should’ve a little more improvement.


Its overfitting try reducing lr and try augmentation

Thanks. I tried augmentation and res nets, and got a better result. I was expecting to see a slight improvement between Feed forward NN and CNN.

I like how you have laid out your notebook with each feature add and see the accuracy move up. I see you have at 80%. Please checkout my notebook shobha-r-vijay/final-project-cnn for the arch I have which gives me an accuracy of 91%.

can you please share your dataset?

I shared it on kaggle. The link is here:

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