Matthijs Hollemans commited on
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add annotations

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  1. .gitignore +2 -0
  2. README.md +62 -0
  3. data/test.csv +0 -0
  4. data/train.csv +0 -0
  5. data/val.csv +0 -0
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  ---
 
 
 
 
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  license: cc-by-4.0
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ 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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+ The columns in the CSV files are:
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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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+ **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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+ Train, Test, Validation
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+
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+ ## Licensing Information
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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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+ The images are listed as having a [CC BY 2.0](https://creativecommons.org/licenses/by/2.0/) license.
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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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