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real_person_detection

Object Detection
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Sync README for deepghs/real_person_detection, on 2025-02-07 07:20:37 CST

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  | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
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  |:------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------------:|:--------:|
 
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  | 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` |
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  | 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` |
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  | 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` |
 
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  | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
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  |:------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------------:|:--------:|
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+ | 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` |
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  | 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` |
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  | 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` |
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  | 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` |