gregwchase/nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks

nih-chest-xray's Issues

Cannot reshape (85696,512,512,1)

nih-chest-xray/src/cnn_keras.py

Line 192 in 045b439

X_train = X_train.reshape(X_train.shape[0], img_rows, img_cols, channels)

Hi thanks for the great contribution but I was getting this error - cannot reshape 85696 into shape (85696,512,512,1)
Number of images that got downloaded from dataset were 107,121

Cnn_keras converting to float 32

Hi! First of all, thank you very much for this great contribution and sharing of your deep learning model with us. I would like to ask the question with regards to converting X_train and X_test to 'float32' in cnn_keras.py. The point is, I get the 'Memory error' when running your code with images scaled to 512x512, how do you go about solving this one?

Thank you very much once again!

Any progress on this dataset?

I have seen some Kaggle competition dataset.
Are they different dataset?