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Sync README for deepghs/yolos, on 2025-01-15 16:51:26 JST

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- | Model | Type | FLOPS | Params | Labels | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) |
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- |:--------:|:------:|:-------:|:--------:|:--------------------------------------------------------------------------------------------------------------------------------------------------:|:------------------:|:------------------:|:------------------:|:------------------:|
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- | rtdetr-x | yolo | 233G | 67.5M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/rtdetr-x/labels.json) | N/A | N/A | N/A | N/A |
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- | rtdetr-l | yolo | 108G | 33M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/rtdetr-l/labels.json) | N/A | N/A | N/A | N/A |
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- | yolo11x | yolo | 196G | 57M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11x/labels.json) | 0.7378673187167536 | 0.6580719568420587 | 0.716164465465105 | 0.5457815846816361 |
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- | yolo11l | yolo | 87.6G | 25.4M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11l/labels.json) | 0.7473278504867947 | 0.6348741319970885 | 0.7022314046359583 | 0.5332455622416982 |
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- | yolo11m | yolo | 68.5G | 20.1M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11m/labels.json) | 0.7377601222962109 | 0.6168627776190841 | 0.6844243862183571 | 0.5144469103618634 |
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- | yolo11s | yolo | 21.7G | 9.46M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11s/labels.json) | 0.7057906077807783 | 0.5752807667185447 | 0.6383414577645499 | 0.4691860589732738 |
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- | yolo11n | yolo | 6.61G | 2.62M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11n/labels.json) | 0.6563741360313602 | 0.5024662662239141 | 0.5514423440292427 | 0.3939947730997559 |
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- | yolov10x | yolo | 172G | 31.8M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10x/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov10l | yolo | 128G | 25.9M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10l/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov10b | yolo | 99.4G | 20.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10b/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov10m | yolo | 64.5G | 16.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10m/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov10s | yolo | 25.1G | 8.13M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10s/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov10n | yolo | 8.74G | 2.78M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10n/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov9e | yolo | 193G | 58.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9e/labels.json) | 0.75033 | 0.65994 | 0.71799 | 0.55058 |
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- | yolov9c | yolo | 104G | 25.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9c/labels.json) | 0.73207 | 0.63239 | 0.69414 | 0.52741 |
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- | yolov9m | yolo | 77.9G | 20.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9m/labels.json) | 0.72503 | 0.62012 | 0.67976 | 0.51335 |
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- | yolov9s | yolo | 27.6G | 7.32M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9s/labels.json) | 0.7003 | 0.56673 | 0.62374 | 0.46344 |
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- | yolov9t | yolo | 8.48G | 2.13M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9t/labels.json) | 0.61642 | 0.48371 | 0.52441 | 0.37804 |
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- | yolov8x | yolo | 259G | 68.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8x/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov8l | yolo | 166G | 43.7M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8l/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov8m | yolo | 79.3G | 25.9M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8m/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov8s | yolo | 28.8G | 11.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8s/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov8n | yolo | 8.86G | 3.16M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8n/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov5xu | yolo | 247G | 97.3M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5xu/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov5lu | yolo | 136G | 53.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5lu/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov5mu | yolo | 64.6G | 25.1M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5mu/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov5su | yolo | 24.2G | 9.15M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5su/labels.json) | N/A | N/A | N/A | N/A |
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- | yolov5nu | yolo | 7.84G | 2.65M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5nu/labels.json) | N/A | N/A | N/A | N/A |
 
 
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+ | Model | Type | FLOPS | Params | Labels | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) |
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+ |:--------:|:------:|:-------:|:--------:|:--------------------------------------------------------------------------------------------------------------------------------------------------:|:--------------:|:-----------:|:----------:|:-------------:|
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+ | rtdetr-x | yolo | 233G | 67.5M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/rtdetr-x/labels.json) | N/A | N/A | N/A | N/A |
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+ | rtdetr-l | yolo | 108G | 33M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/rtdetr-l/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolo11x | yolo | 196G | 57M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11x/labels.json) | 0.738 | 0.658 | 0.716 | 0.546 |
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+ | yolo11l | yolo | 87.6G | 25.4M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11l/labels.json) | 0.747 | 0.635 | 0.702 | 0.533 |
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+ | yolo11m | yolo | 68.5G | 20.1M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11m/labels.json) | 0.738 | 0.617 | 0.684 | 0.514 |
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+ | yolo11s | yolo | 21.7G | 9.46M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11s/labels.json) | 0.706 | 0.575 | 0.638 | 0.469 |
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+ | yolo11n | yolo | 6.61G | 2.62M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolo11n/labels.json) | 0.656 | 0.502 | 0.551 | 0.394 |
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+ | yolov10x | yolo | 172G | 31.8M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10x/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov10l | yolo | 128G | 25.9M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10l/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov10b | yolo | 99.4G | 20.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10b/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov10m | yolo | 64.5G | 16.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10m/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov10s | yolo | 25.1G | 8.13M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10s/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov10n | yolo | 8.74G | 2.78M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov10n/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov9e | yolo | 193G | 58.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9e/labels.json) | 0.75 | 0.66 | 0.718 | 0.551 |
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+ | yolov9c | yolo | 104G | 25.6M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9c/labels.json) | 0.732 | 0.632 | 0.694 | 0.527 |
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+ | yolov9m | yolo | 77.9G | 20.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9m/labels.json) | 0.725 | 0.62 | 0.68 | 0.513 |
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+ | yolov9s | yolo | 27.6G | 7.32M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9s/labels.json) | 0.7 | 0.567 | 0.624 | 0.463 |
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+ | yolov9t | yolo | 8.48G | 2.13M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov9t/labels.json) | 0.616 | 0.484 | 0.524 | 0.378 |
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+ | yolov8x | yolo | 259G | 68.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8x/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov8l | yolo | 166G | 43.7M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8l/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov8m | yolo | 79.3G | 25.9M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8m/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov8s | yolo | 28.8G | 11.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8s/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov8n | yolo | 8.86G | 3.16M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov8n/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov5xu | yolo | 247G | 97.3M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5xu/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov5lu | yolo | 136G | 53.2M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5lu/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov5mu | yolo | 64.6G | 25.1M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5mu/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov5su | yolo | 24.2G | 9.15M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5su/labels.json) | N/A | N/A | N/A | N/A |
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+ | yolov5nu | yolo | 7.84G | 2.65M | [`person`, `bicycle`, `car`, `motorcycle`, `airplane` ... 80 labels in total](https://huggingface.co/deepghs/yolos/blob/main/yolov5nu/labels.json) | N/A | N/A | N/A | N/A |
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+