add annotations

.gitignore

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+.DS_Store
+

README.md

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 ---
+pretty_name: Snacks (Detection)
+task_categories:
+- object-detection
+- computer-vision
 license: cc-by-4.0
 ---
+
+# Dataset Card for Snacks (Detection)
+
+## Dataset Summary
+
+This is a dataset of 20 different types of snack foods that accompanies the book [Machine Learning by Tutorials](https://www.raywenderlich.com/books/machine-learning-by-tutorials/v2.0).
+
+The images were taken from the [Google Open Images dataset](https://storage.googleapis.com/openimages/web/index.html), release 2017_11. 
+
+## Dataset Structure
+
+Included in the **data** folder are three CSV files with bounding box annotations for the images in the dataset, although not all images have annotations and some images have multiple annotations. 
+
+The columns in the CSV files are: 
+
+- `image_id`: the filename of the image without the .jpg extension
+- `x_min, x_max, y_min, y_max`: normalized bounding box coordinates, i.e. in the range [0, 1]
+- `class_name`: the class that belongs to the bounding box
+- `folder`: the class that belongs to the image as a whole, which is also the name of the folder that contains the image
+
+The class names are:
+
+```nohighlight
+apple
+banana
+cake
+candy
+carrot
+cookie
+doughnut
+grape
+hot dog
+ice cream
+juice
+muffin
+orange
+pineapple
+popcorn
+pretzel
+salad
+strawberry
+waffle
+watermelon
+```
+
+**Note:** The image files are not part of this repo but [can be found here](https://huggingface.co/datasets/Matthijs/snacks).
+
+### Data Splits
+
+Train, Test, Validation
+
+## Licensing Information
+
+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](https://creativecommons.org/licenses/by/2.0/) license. 
+
+The annotations are licensed by Google Inc. under a [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) license.