metadata
datasets:
- deepghs/real_face_detection
- deepghs/anime_face_detection
pipeline_tag: object-detection
library_name: dghs-imgutils
tags:
- art
- anime
- photo
- face
These models are trained on deepghs/anime_face_detection and open-sourced real photos datasets.
So both anime and photos are supported.
| Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| face_detect_v0_l_yv11 | yolo | 87.3G | 25.3M | 0.77 | 0.291 | 0.88458 | 0.67474 | 0.76666 | 0.45722 | plot | confusion | face |
| face_detect_v0_m_yv11 | yolo | 68.2G | 20.1M | 0.76 | 0.262 | 0.87947 | 0.67315 | 0.76073 | 0.45288 | plot | confusion | face |
| face_detect_v0_s_yv11 | yolo | 21.5G | 9.43M | 0.73 | 0.271 | 0.87001 | 0.63572 | 0.72683 | 0.42706 | plot | confusion | face |
| face_detect_v0_n_yv11 | yolo | 6.44G | 2.59M | 0.7 | 0.263 | 0.86044 | 0.58577 | 0.67641 | 0.38975 | plot | confusion | face |
| face_detect_v0_l | yolo | 165G | 43.6M | 0.76 | 0.277 | 0.87894 | 0.67335 | 0.76313 | 0.4532 | plot | confusion | face |
| face_detect_v0_m | yolo | 79.1G | 25.9M | 0.75 | 0.277 | 0.87687 | 0.66265 | 0.75114 | 0.44262 | plot | confusion | face |
| face_detect_v0_s | yolo | 28.6G | 11.1M | 0.73 | 0.282 | 0.86932 | 0.63557 | 0.72494 | 0.42219 | plot | confusion | face |
| face_detect_v0_n | yolo | 8.19G | 3.01M | 0.7 | 0.257 | 0.85337 | 0.58877 | 0.67471 | 0.38692 | plot | confusion | face |
