narugo1992
commited on
Sync README for deepghs/real_head_detection, on 2025-02-07 00:24:30 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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| head_detect_v0_l_yv11 | yolo | 87.3G | 25.3M | N/A | N/A | 0.89601 | 0.72803 | 0.80409 | 0.50483 | N/A | N/A | `head` |
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| head_detect_v0_m_yv11 | yolo | 68.2G | 20.1M | 0.8 | 0.206 | 0.89855 | 0.72654 | 0.80704 | 0.50804 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_m_yv11/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_s_yv11 | yolo | 21.5G | 9.43M | 0.78 | 0.187 | 0.88726 | 0.69234 | 0.77518 | 0.47825 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_s_yv11/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_n_yv11 | yolo | 6.44G | 2.59M | 0.74 | 0.14 | 0.87359 | 0.64011 | 0.73393 | 0.44118 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_n_yv11/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_l | yolo | 165G | 43.6M | 0.81 | 0.234 | 0.89921 | 0.74092 | 0.81715 | 0.51615 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_l/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_l/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_m | yolo | 79.1G | 25.9M | 0.8 | 0.228 | 0.90006 | 0.72646 | 0.80614 | 0.50586 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_m/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_m/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_s | yolo | 28.6G | 11.1M | 0.78 | 0.182 | 0.89224 | 0.69382 | 0.77804 | 0.48067 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_s/confusion_matrix_normalized.png) | `head` |
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| head_detect_v0_n | yolo | 8.19G | 3.01M | 0.74 | 0.172 | 0.8728 | 0.64823 | 0.73865 | 0.44501 | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_n/confusion_matrix_normalized.png) | `head` |
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