---
datasets:
- deepghs/real_person_detection
- deepghs/anime_person_detection
pipeline_tag: object-detection
library_name: dghs-imgutils
tags:
- art
- anime
- photo
- person
---

These models are trained on [deepghs/anime_person_detection](https://huggingface.co/deepghs/anime_person_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  |
|:-----------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:-----------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------------------:|:--------:|
| person_detect_v0_m_yv11 |  yolo  |  68.2G  |  20.1M   |    0.78    |    0.351    |    0.83393     |   0.73614   |  0.82195   |    0.56267    | [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_m_yv11/confusion_matrix_normalized.png) | `person` |
| person_detect_v0_s_yv11 |  yolo  |  21.5G  |  9.43M   |    0.75    |    0.344    |    0.82356     |   0.6967    |  0.79224   |    0.52304    | [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_s_yv11/confusion_matrix_normalized.png) | `person` |
| person_detect_v0_n_yv11 |  yolo  |  6.44G  |  2.59M   |    0.71    |    0.325    |    0.80096     |   0.64148   |  0.74612   |    0.46875    | [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_n_yv11/confusion_matrix_normalized.png) | `person` |
|   person_detect_v0_l    |  yolo  |  165G   |  43.6M   |    0.79    |    0.359    |    0.83674     |   0.74182   |  0.82536   |    0.57022    |   [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_l/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_l/confusion_matrix_normalized.png)    | `person` |
|   person_detect_v0_m    |  yolo  |  79.1G  |  25.9M   |    0.78    |    0.363    |    0.83439     |   0.72529   |  0.81314   |    0.55388    |   [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_m/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_m/confusion_matrix_normalized.png)    | `person` |
|   person_detect_v0_s    |  yolo  |  28.6G  |  11.1M   |    0.76    |    0.346    |    0.82522     |   0.69696   |  0.79105   |    0.52201    |   [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_s/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_s/confusion_matrix_normalized.png)    | `person` |
|   person_detect_v0_n    |  yolo  |  8.19G  |  3.01M   |    0.72    |    0.32     |    0.80883     |   0.64552   |  0.74996   |    0.47272    |   [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_n/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_n/confusion_matrix_normalized.png)    | `person` |