pretty_name: Snacks task_categories: - image-classification - computer-vision license: cc-by-4.0
This is a dataset of 20 different types of snack foods that accompanies the book Machine Learning by Tutorials.
The images were taken from the Google Open Images dataset, release 2017_11.
Number of images in the train/validation/test splits:
train 4838 val 955 test 952 total 6745
Total images in each category:
apple 350 banana 350 cake 349 candy 349 carrot 349 cookie 349 doughnut 350 grape 350 hot dog 350 ice cream 350 juice 350 muffin 348 orange 349 pineapple 340 popcorn 260 pretzel 204 salad 350 strawberry 348 waffle 350 watermelon 350
To save space in the download, the images were resized so that their smallest side is 256 pixels. All EXIF information was removed.
Train, Test, Validation
Just like the images from Google Open Images, the snacks dataset is licensed under the terms of the Creative Commons license.
The images are listed as having a CC BY 2.0 license.
The annotations are licensed by Google Inc. under a CC BY 4.0 license.
The credits.csv file contains the original URL, author information and license for each image.