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Image Processing

Implement several common while useful image processing methods listed in the literature.

Image Augmentation

Method Library Reference
Color distortion PyTorch https://arxiv.org/abs/2002.05709
Color distortion TensorFlow https://arxiv.org/abs/2002.05709.
Mosaic Numpy https://arxiv.org/abs/2004.10934
CutMix PyTorch https://arxiv.org/abs/1905.04899

Visualization

Method Library
Confusion matrix Numpy
Point cloud open3d, pptk
Attention Map Numpy, OpenCV

Image Undistortion

Method Library
Undistort image and points OpenCV