README.md

---
license: mit
---

# BPJDet

Pretrained models of our method **BPJDet**

Title: *Body-Part Joint Detection and Association via Extended Object Representation*

Paper link: https://arxiv.org/abs/2212.07652

Code link: https://github.com/hnuzhy/BPJDet

## Body-Face Task (trained on CrowdHuman)
* BPJDet-S --> [ch_face_s_1536_e150_best_mMR.pt](./ch_face_s_1536_e150_best_mMR.pt)
* BPJDet-M --> [ch_face_m_1536_e150_best_mMR.pt](./ch_face_m_1536_e150_best_mMR.pt)
* BPJDet-L --> [ch_face_l_1536_e150_best_mMR.pt](./ch_face_l_1536_e150_best_mMR.pt)

## Body-Hand Task (trained on BodyHands)
* BPJDet-S --> [bh_hand_s_1536_e100_best.pt](./bh_hand_s_1536_e100_best.pt)
* BPJDet-M --> [bh_hand_m_1536_e100_best.pt](./bh_hand_m_1536_e100_best.pt)
* BPJDet-L --> [bh_hand_l_1536_e100_best.pt](./bh_hand_l_1536_e100_best.pt)

## Body-Head Task (trained on CrowdHuman)
* BPJDet-S --> [ch_head_s_1536_e150_best_mMR.pt](./ch_head_s_1536_e150_best_mMR.pt)
* BPJDet-M --> [ch_head_m_1536_e150_best_mMR.pt](./ch_head_m_1536_e150_best_mMR.pt)
* BPJDet-L --> [ch_head_l_1536_e150_best_mMR.pt](./ch_head_l_1536_e150_best_mMR.pt)


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# BPJDetPlus

Pretrained models of our method **BPJDetPlus** (the extended journal version of BPJDet)

Title: *BPJDet: Extended Object Representation for Generic Body-Part Joint Detection*

Paper link: https://arxiv.org/abs/2304.10765

Code link: https://github.com/hnuzhy/BPJDet/tree/BPJDetPlus

## Body-Parts Task (trained on COCOHumanParts)
* BPJDetPlus-S --> [hp_parts_s_1536_e150_best_mMR.pt](./hp_parts_s_1536_e150_best_mMR.pt)
* BPJDetPlus-M --> [hp_parts_m_1536_e150_best_mMR.pt](./hp_parts_m_1536_e150_best_mMR.pt)
* BPJDetPlus-L --> [hp_parts_l_1536_e150_best_mMR.pt](./hp_parts_l_1536_e150_best_mMR.pt)

## Body-Parts Task (trained on ContactHands)
* BPJDetPlus-S --> [ch_contact_s_1536_e100_best.pt](./ch_contact_s_1536_e100_best.pt)
* BPJDetPlus-M --> [ch_contact_m_1536_e100_best.pt](./ch_contact_m_1536_e100_best.pt)
* BPJDetPlus-L --> [ch_contact_l_1536_e100_best.pt](./ch_contact_l_1536_e100_best.pt)