Kaggle: dataset, notebook
Dataset: cat-and-dog
Network: CNN, loss(CrossEntropyLoss), optimizer(SGD)
Result: Epochs=10, final accuracy is 84.1%.
accuracy
Dataset: Brain MRI Segmentation
Network: UNet, loss(CrossEntropyLoss), optimizer(SGD)
Result: Epoch=10, final validation loss is 0.0453(not sure).