See the paper at: https://arxiv.org/abs/1612.00983

food-image-classification-

ten-class food images and classification based on cnn in python

images: train 4654 images (128,128,3) and test 1168 images (128,128,3)

apple:1050

banana: 310

broccoli: 327

burger': 519

egg: 626

frenchfry: 296

hotdog: 639

pizza: 1248

rice: 352

strawberry: 455

CNN model accuracy: over 90%!