File size: 1,351 Bytes
cb6d55e 2e2aa65 e289b13 261129f e289b13 65deab0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 |
---
license: mit
---
Pretrained models of our method **DirectMHP**
Title: *DirectMHP: Direct 2D Multi-Person Head Pose Estimation with Full-range Angles*
Paper link: https://arxiv.org/abs/2302.01110
Code link: https://github.com/hnuzhy/DirectMHP
# Mulit-Person Head Pose Estimation Task (trained on CMU-HPE)
* DirectMHP-S --> [cmu_s_1280_e200_t40_lw010_best.pt](./cmu_s_1280_e200_t40_lw010_best.pt)
* DirectMHP-M --> [cmu_m_1280_e200_t40_lw010_best.pt](./cmu_m_1280_e200_t40_lw010_best.pt)
# Mulit-Person Head Pose Estimation Task (trained on AGORA-HPE)
* DirectMHP-S --> [agora_s_1280_e300_t40_lw010_best.pt](./agora_s_1280_e300_t40_lw010_best.pt)
* DirectMHP-M --> [agora_m_1280_e300_t40_lw010_best.pt](./agora_m_1280_e300_t40_lw010_best.pt)
# Single HPE datasets with YOLOv5+COCO format
* Resorted images used in our DirectMHP: [300W-LP.zip](./300W_LP.zip), [AFLW2000.zip](./AFLW2000.zip) and [BIWI_test.zip](./BIWI_test.zip).
* Resorted corresponding json files: [train_300W_LP.json](./train_300W_LP.json), [val_AFLW2000.json](./val_AFLW2000.json) and [BIWI_test.json](./BIWI_test.json).
# Single HPE Task Pretrained on WiderFace and Finetuning on 300W-LP
* DirectMHP-S --> [300wlp_s_512_e50_finetune_best.pt](./300wlp_s_512_e50_finetune_best.pt)
* DirectMHP-M --> [300wlp_m_512_e50_finetune_best.pt](./300wlp_m_512_e50_finetune_best.pt)
|