apolloparty/rtdetr_v2_r101vd

Transformers usable lyuwenyu RT-DETRv2_101vd

Origin:

• https://github.com/lyuwenyu/RT-DETR/tree/main/rtdetrv2_pytorch

Converter:

• https://huggingface.co/jadechoghari/RT-DETRv2/tree/main
• Modification on config.json -> model_type to be usable with Transformers

Tested and working with:

• Transformers with RTDetrForObjectDetection, RTDetrImageProcessor, AutoModelForObjectDetection, AutoImageProcessor
• supervision with SAHI and annotators (except segmentation)

Code example (coming soon)

Source: @misc{lv2023detrs, title={DETRs Beat YOLOs on Real-time Object Detection}, author={Wenyu Lv and Shangliang Xu and Yian Zhao and Guanzhong Wang and Jinman Wei and Cheng Cui and Yuning Du and Qingqing Dang and Yi Liu}, year={2023}, eprint={2304.08069}, archivePrefix={arXiv}, primaryClass={cs.CV} }

@misc{lv2024rtdetrv2improvedbaselinebagoffreebies, title={RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer}, author={Wenyu Lv and Yian Zhao and Qinyao Chang and Kui Huang and Guanzhong Wang and Yi Liu}, year={2024}, eprint={2407.17140}, archivePrefix={arXiv}, primaryClass={cs.CV}, url={https://arxiv.org/abs/2407.17140}, }