[R] detrex: the open source toolbox for Transformer based object detection algorithms

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  • detrex was built on detectron2 and we used the powerful LazyConfig system for more flexible syntax and cleaner config files.

  • detrex

    detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

  • detrex has already implemented the following algorithms: - DETR (ECCV'2020) - Deformable-DETR (ICLR'2021 Oral) - Conditional-DETR (ICCV'2021) - DAB-DETR (ICLR'2022) - DAB-Deformable-DETR (ICLR'2022) - DN-DETR (CVPR'2022 Oral) - DN-Deformable-DETR (CVPR'2022 Oral) - DINO (ArXiv'2022) - Group-DETR (ArXiv' 2022)

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