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albumentations

albumentations-team / albumentations

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Star 10.9k

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation augmentation fast-augmentations
  • Updated Sep 20, 2022
  • Python
cvat

opencv / cvat

Star 7.9k

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

computer-vision deep-learning image-annotation annotation tensorflow video-annotation annotations pytorch dataset imagenet image-classification object-detection labeling semantic-segmentation annotation-tool boundingbox image-labeling labeling-tool computer-vision-annotation image-labelling-tool
  • Updated Sep 21, 2022
  • Open Policy Agent

jacobgil / pytorch-grad-cam

Star 5.8k

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

machine-learning computer-vision deep-learning grad-cam pytorch image-classification object-detection visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai explainable-ai explainable-ml xai score-cam vision-transformers
  • Updated Sep 21, 2022
  • Python

cleanlab / cleanlab

Star 3.9k

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

data-science machine-learning text-classification exploratory-data-analysis weak-supervision classification image-classification audio-classification data-cleaning data-quality learning-with-confident-examples noisy-data confident-learning robust-machine-learning noisy-labels learning-with-noisy-labels label-errors data-centric-ai data-centric-machine-learning
  • Updated Sep 21, 2022
  • Python

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