Data Augmentation for Object detection: Rethinking image transforms for bounding boxes

1. Part 1: Basic Design and Horizontal Flipping
2. Part 2: Scaling and Translation
3. Part 3: Rotation and Shearing
4. Part 4: Baking augmentation into input pipelines

GitHub Repo
Everything from this article and the entire augmentation library can be found in the following GitHub Repo.

https://github.com/Paperspace/DataAugmentationForObjectDetection

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https://medium.com/paperspace/data-augmentation-for-object-detection-rethinking-image-transforms-for-bounding-boxes-fe229905a1c3