**See [here](https://github.com/BobLd/YOLOv3MLNet) for YOLO v3 use.**
# YOLO v5 in ML.Net
Use YOLO v5 with ML.Net
Thanks to [raulsf6](https://github.com/raulsf6), [deanbennettdeveloper](https://github.com/deanbennettdeveloper) and [keesschollaart81](https://github.com/keesschollaart81)
- See the discussion in the [Tips for modifying this for YoloV5](https://github.com/BobLd/YOLOv4MLNet/issues/2) issue.
- See the [yolo-v5-incl](https://github.com/BobLd/YOLOv4MLNet/tree/yolo-v5-incl) branch
- See keesschollaart81's [gist](https://gist.github.com/keesschollaart81/83de609f0852670656290fe0180da318)
# YOLO v4 in ML.Net
Use YOLO v4 with ML.Net
Onnx model available in the onnx/models repos [here](https://github.com/onnx/models/tree/main/validated/vision/object_detection_segmentation/yolov4).
Also check https://github.com/dotnet/machinelearning/issues/5466
# Results
![kite](https://github.com/BobLd/YOLOv4MLNet/blob/master/YOLOv4MLNet/Assets/Output/kite._processed.jpg)
![road](https://github.com/BobLd/YOLOv4MLNet/blob/master/YOLOv4MLNet/Assets/Output/cars%20road._processed.jpg)
![gog & cats](https://github.com/BobLd/YOLOv4MLNet/blob/master/YOLOv4MLNet/Assets/Output/dog_cat._processed.jpg)
# Resources
- https://github.com/onnx/models/tree/master/vision/object_detection_segmentation/yolov4
- https://github.com/hunglc007/tensorflow-yolov4-tflite
- https://towardsdatascience.com/yolo-v4-optimal-speed-accuracy-for-object-detection-79896ed47b50
没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
请参阅此处了解 YOLO v3 的使用方法。ML.Net 中的 YOLO v5将 YOLO v5 与 ML.Net 结合使用感谢raulsf6、deanbennettdeveloper和keesschollaart81请参阅针对 YoloV5 问题修改技巧中的讨论。查看yolo-v5-incl分支查看 keesschollaart81 的要点ML.Net 中的 YOLO v4将 YOLO v4 与 ML.Net 结合使用Onnx 模型可在此处的 onnx/models 存储库中找到。另请查看dotnet/machinelearning#5466结果 资源https://github.com/onnx/models/tree/master/vision/object_detection_segmentation/yolov4https://github.com/hunglc007/tensorflow-yolov4-tflitehttps://towardsdatascience.com/yolo-v4-optimal-speed-a
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使用 YOLO v4 和 v5 (ONNX) 模型在 C# 中使用 ML.Net 进行对象检测.zip (21个子文件)
标签.txt 59B
.gitattributes 2KB
YOLOv4MLNet.sln 1KB
LICENSE 1KB
资源内容.txt 686B
.gitignore 6KB
README.md 1KB
YOLOv4MLNet
YOLOv4MLNet.csproj 1KB
Assets
Output
cars road._processed.jpg 4.52MB
kite._processed.jpg 2.36MB
dog_cat._processed.jpg 1.8MB
Images
cars road.jpg 210KB
ski2.jpg 199KB
kite_416.jpg 211KB
kite.jpg 1.35MB
ski.jpg 94KB
dog_cat.jpg 392KB
Program.cs 5KB
DataStructures
YoloV4Prediction.cs 8KB
YoloV4Result.cs 682B
YoloV4BitmapData.cs 439B
共 21 条
- 1
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