ONNX 模型库
返回模型

说明文档

来自 ultralytics 的官方预训练模型。

配合 dghs-realutils 使用:

pip install dghs-realutils
from realutils.detect import detect_by_yolo

print(detect_by_yolo('yolo/unsplash_aJafJ0sLo6o.jpg'))
# [((450, 317, 567, 599), 'person', 0.9004617929458618)]
print(detect_by_yolo('yolo/unsplash_n4qQGOBgI7U.jpg'))
# [((73, 101, 365, 409), 'vase', 0.9098997116088867), ((441, 215, 659, 428), 'vase', 0.622944176197052), ((5, 1, 428, 377), 'potted plant', 0.5178268551826477)]
print(detect_by_yolo('yolo/unsplash_vUNQaTtZeOo.jpg'))
# [((381, 103, 676, 448), 'bird', 0.9061452150344849)]
print(detect_by_yolo('yolo/unsplash_YZOqXWF_9pk.jpg'))
# [((315, 100, 690, 532), 'horse', 0.9453459978103638), ((198, 181, 291, 256), 'horse', 0.917123556137085), ((145, 173, 180, 249), 'horse', 0.7972317337989807), ((660, 138, 701, 170), 'horse', 0.4843617379665375)]

更多信息请参阅 realutils 文档

可用模型

模型 类型 FLOPS 参数量 标签 precision(B) recall(B) mAP50(B) mAP50-95(B)
yolo12x yolo 200G 59.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolo12l yolo 89.7G 26.5M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolo12m yolo 68.1G 20.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolo12s yolo 21.7G 9.29M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolo12n yolo 6.65G 2.6M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
rtdetr-x rtdetr 233G 67.5M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
rtdetr-l rtdetr 108G 33M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolo11x yolo 196G 57M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.738 0.658 0.716 0.546
yolo11l yolo 87.6G 25.4M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.747 0.635 0.702 0.533
yolo11m yolo 68.5G 20.1M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.738 0.617 0.684 0.514
yolo11s yolo 21.7G 9.46M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.706 0.575 0.638 0.469
yolo11n yolo 6.61G 2.62M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.656 0.502 0.551 0.394
yolov10x yolo 172G 31.8M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov10l yolo 128G 25.9M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov10b yolo 99.4G 20.6M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov10m yolo 64.5G 16.6M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov10s yolo 25.1G 8.13M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov10n yolo 8.74G 2.78M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov9e yolo 193G 58.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.75 0.66 0.718 0.551
yolov9c yolo 104G 25.6M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.732 0.632 0.694 0.527
yolov9m yolo 77.9G 20.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.725 0.62 0.68 0.513
yolov9s yolo 27.6G 7.32M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.7 0.567 0.624 0.463
yolov9t yolo 8.48G 2.13M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 0.616 0.484 0.524 0.378
yolov8x yolo 259G 68.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov8l yolo 166G 43.7M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov8m yolo 79.3G 25.9M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov8s yolo 28.8G 11.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov8n yolo 8.86G 3.16M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov5xu yolo 247G 97.3M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov5lu yolo 136G 53.2M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov5mu yolo 64.6G 25.1M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov5su yolo 24.2G 9.15M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A
yolov5nu yolo 7.84G 2.65M person, bicycle, car, motorcycle, airplane ... 共 80 个标签 N/A N/A N/A N/A

deepghs/yolos

作者 deepghs

object-detection dghs-realutils
↓ 0 ♥ 2

创建时间: 2025-01-15 07:11:13+00:00

更新时间: 2025-02-23 15:44:13+00:00

在 Hugging Face 上查看

文件 (134)

.gitattributes
README.md
rtdetr-l/labels.json
rtdetr-l/model.onnx ONNX
rtdetr-l/model.pt
rtdetr-l/model_type.json
rtdetr-x/labels.json
rtdetr-x/model.onnx ONNX
rtdetr-x/model.pt
rtdetr-x/model_type.json
yolo11l/labels.json
yolo11l/model.onnx ONNX
yolo11l/model.pt
yolo11l/model_type.json
yolo11m/labels.json
yolo11m/model.onnx ONNX
yolo11m/model.pt
yolo11m/model_type.json
yolo11n/labels.json
yolo11n/model.onnx ONNX
yolo11n/model.pt
yolo11n/model_type.json
yolo11s/labels.json
yolo11s/model.onnx ONNX
yolo11s/model.pt
yolo11s/model_type.json
yolo11x/labels.json
yolo11x/model.onnx ONNX
yolo11x/model.pt
yolo11x/model_type.json
yolo12l/labels.json
yolo12l/model.onnx ONNX
yolo12l/model.pt
yolo12l/model_type.json
yolo12m/labels.json
yolo12m/model.onnx ONNX
yolo12m/model.pt
yolo12m/model_type.json
yolo12n/labels.json
yolo12n/model.onnx ONNX
yolo12n/model.pt
yolo12n/model_type.json
yolo12s/labels.json
yolo12s/model.onnx ONNX
yolo12s/model.pt
yolo12s/model_type.json
yolo12x/labels.json
yolo12x/model.onnx ONNX
yolo12x/model.pt
yolo12x/model_type.json
yolov10b/labels.json
yolov10b/model.onnx ONNX
yolov10b/model.pt
yolov10b/model_type.json
yolov10l/labels.json
yolov10l/model.onnx ONNX
yolov10l/model.pt
yolov10l/model_type.json
yolov10m/labels.json
yolov10m/model.onnx ONNX
yolov10m/model.pt
yolov10m/model_type.json
yolov10n/labels.json
yolov10n/model.onnx ONNX
yolov10n/model.pt
yolov10n/model_type.json
yolov10s/labels.json
yolov10s/model.onnx ONNX
yolov10s/model.pt
yolov10s/model_type.json
yolov10x/labels.json
yolov10x/model.onnx ONNX
yolov10x/model.pt
yolov10x/model_type.json
yolov5lu/labels.json
yolov5lu/model.onnx ONNX
yolov5lu/model.pt
yolov5lu/model_type.json
yolov5mu/labels.json
yolov5mu/model.onnx ONNX
yolov5mu/model.pt
yolov5mu/model_type.json
yolov5nu/labels.json
yolov5nu/model.onnx ONNX
yolov5nu/model.pt
yolov5nu/model_type.json
yolov5su/labels.json
yolov5su/model.onnx ONNX
yolov5su/model.pt
yolov5su/model_type.json
yolov5xu/labels.json
yolov5xu/model.onnx ONNX
yolov5xu/model.pt
yolov5xu/model_type.json
yolov8l/labels.json
yolov8l/model.onnx ONNX
yolov8l/model.pt
yolov8l/model_type.json
yolov8m/labels.json
yolov8m/model.onnx ONNX
yolov8m/model.pt
yolov8m/model_type.json
yolov8n/labels.json
yolov8n/model.onnx ONNX
yolov8n/model.pt
yolov8n/model_type.json
yolov8s/labels.json
yolov8s/model.onnx ONNX
yolov8s/model.pt
yolov8s/model_type.json
yolov8x/labels.json
yolov8x/model.onnx ONNX
yolov8x/model.pt
yolov8x/model_type.json
yolov9c/labels.json
yolov9c/model.onnx ONNX
yolov9c/model.pt
yolov9c/model_type.json
yolov9e/labels.json
yolov9e/model.onnx ONNX
yolov9e/model.pt
yolov9e/model_type.json
yolov9m/labels.json
yolov9m/model.onnx ONNX
yolov9m/model.pt
yolov9m/model_type.json
yolov9s/labels.json
yolov9s/model.onnx ONNX
yolov9s/model.pt
yolov9s/model_type.json
yolov9t/labels.json
yolov9t/model.onnx ONNX
yolov9t/model.pt
yolov9t/model_type.json