diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..7d99cc64e522d0149e2134345f6e98e0acf88252 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,30 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l/labels.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l/results.png filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l_yv11/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l_yv11/labels.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l_yv11/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_l_yv11/results.png filter=lfs diff=lfs merge=lfs -text 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filter=lfs diff=lfs merge=lfs -text +person_detect_v0_s/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_s/results.png filter=lfs diff=lfs merge=lfs -text +person_detect_v0_s_yv11/labels.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_s_yv11/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +person_detect_v0_s_yv11/results.png filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c1af4fd21a924eb5139e618f5803904f5a4f2cfc --- /dev/null +++ b/README.md @@ -0,0 +1,49 @@ +--- +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. + +Use this with `dghs-realutils` + +```shell +pip install dghs-realutils +``` + +```python +from realutils.detect import detect_persons + +print(detect_persons('yolo/solo.jpg')) +#[((0, 30, 398, 599), 'person', 0.926707923412323)] +print(detect_persons('yolo/2girls.jpg')) +# [((0, 74, 760, 1598), 'person', 0.7578195333480835), ((437, 33, 1200, 1600), 'person', 0.6875205039978027)] +print(detect_persons('yolo/3+cosplay.jpg')) +# [((106, 69, 347, 591), 'person', 0.8794167041778564), ((326, 14, 592, 534), 'person', 0.8018194437026978), ((167, 195, 676, 675), 'person', 0.5351650714874268)] +print(detect_persons('yolo/multiple.jpg')) +# [((1305, 441, 1891, 1534), 'person', 0.8789498805999756), ((206, 191, 932, 1533), 'person', 0.8423126935958862), ((1054, 170, 1417, 1055), 'person', 0.8138357996940613), ((697, 659, 1473, 1534), 'person', 0.7926754951477051), ((685, 247, 1128, 1526), 'person', 0.5261526703834534), ((690, 251, 1125, 1126), 'person', 0.4193646311759949)] +``` + +For more information, see [documentation of realutils](https://dghs-realutils.deepghs.org/main/api_doc/detect/person.html). + +| Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels | +|:-----------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:-----------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------------------:|:--------:| +| person_detect_v0_l_yv11 | yolo | 87.3G | 25.3M | 0.79 | 0.359 | 0.84037 | 0.74055 | 0.82796 | 0.57272 | [plot](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_person_detection/blob/main/person_detect_v0_l_yv11/confusion_matrix_normalized.png) | `person` | +| 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` | + diff --git a/person_detect_v0_l/F1_curve.png b/person_detect_v0_l/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..7814ce8ecf50c95a1db6fef0e98086e46c83a747 Binary files /dev/null and b/person_detect_v0_l/F1_curve.png differ diff --git a/person_detect_v0_l/PR_curve.png b/person_detect_v0_l/PR_curve.png new file mode 100644 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