Welcome to our forum. Of course you can read in JPEG images into KNIME and also classify them. However, exact methods to use (e.g. which features to extract, whether to use deep learning or not, etc) heavily depends on your images. Can you explain your use-case in a bit more detail? Ideally, you could also post some example images. This makes it easier for us to help :-)