YoloDotNet.Standard 2.2.1
YoloDotNet is a blazing-fast C# .NET Standard 2.0 compliant implementation of Yolo and Yolo-World models for real-time object detection in images and videos. Powered by ONNX Runtime, and supercharged with GPU acceleration using CUDA, this app is all about detecting objects at lightning speed!
Supported Versions:
Yolov8, Yolov9, Yolov10, Yolov11, Yolo-World
Supported Tasks:
Classification
Object Detection
OBB Detection
Segmentation
Pose Estimation
No packages depend on YoloDotNet.Standard.
Things are moving fast, YoloDotNet 2.2.1 is already here packed with exciting new features! Ever wanted to experiment with Yolo-World models in .NET? Now's your chance. With Open-Vocabulary detection and real-time, zero-shot object detection, the model can now find objects it hasn't even been trained on. It's a whole new level of object detection fun!
In v2.2.1:
Yolo-World Support:
Yep, you read that right – Open-Vocabulary detection is now in the mix! Real-time, zero-shot object detection is here, so the model can spot stuff it’s never been trained on. Mind-blowing, right?
Pixel Confidence for Segmentation:
Need more control? An optional pixel confidence parameter has been added for segmentation. Now it's possible to fine-tune those segmentation masks like a pro ;)
.NET Standard 2.0 Support:
Previously this library was working only with .NET 8. While it's good, there are still projects that use older .NET versions but still require YOLO models to work. And so - here we are, .NET Standard 2.0 compliance means this library would work with everything from .NET 4.6.2 to the newest .NET versions!
.NET Framework 4.8
- Microsoft.CSharp (>= 4.7.0)
- Microsoft.Extensions.DependencyInjection (>= 6.0.0)
- Microsoft.Extensions.Logging (>= 6.0.0)
- Microsoft.ML.OnnxRuntime.Gpu (>= 1.20.1)
- SkiaSharp (>= 3.116.1)
- System.Private.Uri (>= 4.3.2)
- System.Runtime (>= 4.3.1)
- System.Text.Json (>= 8.0.5)
.NET 6.0
- Microsoft.CSharp (>= 4.7.0)
- Microsoft.Extensions.DependencyInjection (>= 6.0.0)
- Microsoft.Extensions.Logging (>= 6.0.0)
- Microsoft.ML.OnnxRuntime.Gpu (>= 1.20.1)
- SkiaSharp (>= 3.116.1)
- System.Private.Uri (>= 4.3.2)
- System.Runtime (>= 4.3.1)
- System.Text.Json (>= 8.0.5)
.NET 8.0
- Microsoft.CSharp (>= 4.7.0)
- Microsoft.Extensions.DependencyInjection (>= 6.0.0)
- Microsoft.Extensions.Logging (>= 6.0.0)
- Microsoft.ML.OnnxRuntime.Gpu (>= 1.20.1)
- SkiaSharp (>= 3.116.1)
- System.Private.Uri (>= 4.3.2)
- System.Runtime (>= 4.3.1)
- System.Text.Json (>= 8.0.5)
.NET Standard 2.0
- Microsoft.CSharp (>= 4.7.0)
- Microsoft.Extensions.DependencyInjection (>= 6.0.0)
- Microsoft.Extensions.Logging (>= 6.0.0)
- Microsoft.ML.OnnxRuntime.Gpu (>= 1.20.1)
- SkiaSharp (>= 3.116.1)
- System.Private.Uri (>= 4.3.2)
- System.Runtime (>= 4.3.1)
- System.Text.Json (>= 8.0.5)
| Version | Downloads | Last updated |
|---|---|---|
| 2.2.1 | 0 | 12/23/2024 |