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BPJDet – AI Model by HoyerChou | AlphaNeural AI

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HoyerChou/
BPJDet

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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
BPJDet-M --> ch_face_m_1536_e150_best_mMR.pt
BPJDet-L --> ch_face_l_1536_e150_best_mMR.pt

Body-Hand Task (trained on BodyHands)

BPJDet-S --> bh_hand_s_1536_e100_best.pt
BPJDet-M --> bh_hand_m_1536_e100_best.pt
BPJDet-L --> bh_hand_l_1536_e100_best.pt

Body-Head Task (trained on CrowdHuman)

BPJDet-S --> ch_head_s_1536_e150_best_mMR.pt
BPJDet-M --> ch_head_m_1536_e150_best_mMR.pt
BPJDet-L --> ch_head_l_1536_e150_best_mMR.pt

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
BPJDetPlus-M --> hp_parts_m_1536_e150_best_mMR.pt
BPJDetPlus-L --> hp_parts_l_1536_e150_best_mMR.pt

Body-Parts Task (trained on ContactHands)

BPJDetPlus-S --> ch_contact_s_1536_e100_best.pt
BPJDetPlus-M --> ch_contact_m_1536_e100_best.pt
BPJDetPlus-L --> ch_contact_l_1536_e100_best.pt