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