Hi, keras-preprocessing cannot handle 4 channel images. I don’t know why it shouldn’t,Create an issue on keras-preprocessing repo so that someone may implement it Even though there are already many GitHub issues regarding this in Keras’s repo. For path issue, uninstall the keras-preprocessing and install it from the repo directly as I have explained in the article. This is a known issue happens only if you’re using an old copy.