---
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](https://huggingface.co/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](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l_yv11/confusion_matrix_normalized.png) |  `face`  |
| face_detect_v0_m_yv11 |  yolo  |  68.2G  |  20.1M   |    0.76    |    0.262    |    0.87947     |   0.67315   |  0.76073   |    0.45288    | [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_m_yv11/confusion_matrix_normalized.png) |  `face`  |
| face_detect_v0_s_yv11 |  yolo  |  21.5G  |  9.43M   |    0.73    |    0.271    |    0.87001     |   0.63572   |  0.72683   |    0.42706    | [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s_yv11/confusion_matrix_normalized.png) |  `face`  |
| face_detect_v0_n_yv11 |  yolo  |  6.44G  |  2.59M   |    0.7     |    0.263    |    0.86044     |   0.58577   |  0.67641   |    0.38975    | [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_n_yv11/confusion_matrix_normalized.png) |  `face`  |
|   face_detect_v0_l    |  yolo  |  165G   |  43.6M   |    0.76    |    0.277    |    0.87894     |   0.67335   |  0.76313   |    0.4532     |   [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l/confusion_matrix_normalized.png)    |  `face`  |
|   face_detect_v0_m    |  yolo  |  79.1G  |  25.9M   |    0.75    |    0.277    |    0.87687     |   0.66265   |  0.75114   |    0.44262    |   [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_m/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_m/confusion_matrix_normalized.png)    |  `face`  |
|   face_detect_v0_s    |  yolo  |  28.6G  |  11.1M   |    0.73    |    0.282    |    0.86932     |   0.63557   |  0.72494   |    0.42219    |   [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s/confusion_matrix_normalized.png)    |  `face`  |
|   face_detect_v0_n    |  yolo  |  8.19G  |  3.01M   |    0.7     |    0.257    |    0.85337     |   0.58877   |  0.67471   |    0.38692    |   [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_n/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_n/confusion_matrix_normalized.png)    |  `face`  |