ONNX 模型库
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说明文档

OpenCV DNN 模块测试模型

  • 这些模型来自官方仓库。您可以查看以下信息
  • 将 testspace.zip 解压到我仓库中的 testspace 目录
    • https://github.com/whdlgp/YOLO_inference_test
YOLO v4, CSP(Scaled YOLO v4) (Darknet)
https://github.com/AlexeyAB/darknet/releases/tag/yolov4

YOLO v5 (ONNX)
https://github.com/ultralytics/yolov5/releases/tag/v7.0

YOLO v6 (ONNX)
https://github.com/meituan/YOLOv6/releases/tag/0.3.0

YOLO v7 (Darknet)
https://github.com/AlexeyAB/darknet/issues/8595

YOLO v8 (ONNX, 需转换)
https://huggingface.co/Ultralytics/YOLOv8
colab (官方)
https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/examples/tutorial.ipynb

YOLO v9 (ONNX, 需转换)
https://github.com/WongKinYiu/yolov9
colab (我制作的转换教程)
https://gist.github.com/whdlgp/bec49d62ddc72c9464817365c4cc7fbc

YOLOv10 (ONNX, 需自定义模型, 需转换)
https://github.com/THU-MIG/yolov10
上述模型在 OpenCV 4.10.0 中无法使用。您需要特殊版本，https://docs.opencv.org/4.x/da/d9d/tutorial_dnn_yolo.html
colab (我制作的基于 OpenCV YOLOv10 自定义版本的转换教程)
https://gist.github.com/whdlgp/f69b0c40728a2d75f564cb0d37715993

choyg/YOLO_ONNX_models

作者 choyg

↓ 0 ♥ 0

创建时间: 2024-09-07 13:26:31+00:00

更新时间: 2024-09-07 13:33:18+00:00

在 Hugging Face 上查看

文件 (47)

.gitattributes
README.md
testspace/images/dog.jpg
testspace/models/model from here.txt
testspace/models/yolov10/coco.names
testspace/models/yolov10/yolov10b.onnx ONNX
testspace/models/yolov10/yolov10l.onnx ONNX
testspace/models/yolov10/yolov10m.onnx ONNX
testspace/models/yolov10/yolov10n.onnx ONNX
testspace/models/yolov10/yolov10s.onnx ONNX
testspace/models/yolov10/yolov10x.onnx ONNX
testspace/models/yolov4/coco.names
testspace/models/yolov4/yolov4.cfg
testspace/models/yolov4/yolov4.weights
testspace/models/yolov4_csp/coco.names
testspace/models/yolov4_csp/yolov4-csp.cfg
testspace/models/yolov4_csp/yolov4-csp.weights
testspace/models/yolov5/coco.names
testspace/models/yolov5/yolov5l.onnx ONNX
testspace/models/yolov5/yolov5m.onnx ONNX
testspace/models/yolov5/yolov5n.onnx ONNX
testspace/models/yolov5/yolov5s.onnx ONNX
testspace/models/yolov5/yolov5x.onnx ONNX
testspace/models/yolov6/coco.names
testspace/models/yolov6/yolov6l.onnx ONNX
testspace/models/yolov6/yolov6m.onnx ONNX
testspace/models/yolov6/yolov6n.onnx ONNX
testspace/models/yolov6/yolov6s.onnx ONNX
testspace/models/yolov7/coco.names
testspace/models/yolov7/yolov7-tiny.cfg
testspace/models/yolov7/yolov7-tiny.weights
testspace/models/yolov7/yolov7.cfg
testspace/models/yolov7/yolov7.weights
testspace/models/yolov7/yolov7x.cfg
testspace/models/yolov7/yolov7x.weights
testspace/models/yolov8/coco.names
testspace/models/yolov8/yolov8l.onnx ONNX
testspace/models/yolov8/yolov8m.onnx ONNX
testspace/models/yolov8/yolov8n.onnx ONNX
testspace/models/yolov8/yolov8s.onnx ONNX
testspace/models/yolov8/yolov8x.onnx ONNX
testspace/models/yolov9/coco.names
testspace/models/yolov9/yolov9-c-converted.onnx ONNX
testspace/models/yolov9/yolov9-e-converted.onnx ONNX
testspace/models/yolov9/yolov9-m-converted.onnx ONNX
testspace/models/yolov9/yolov9-s-converted.onnx ONNX
testspace/models/yolov9/yolov9-t-converted.onnx ONNX