## Ultralytics YOLOv8 Example Applications
This repository features a collection of real-world applications and walkthroughs, provided as either Python files or notebooks. Explore the examples below to see how YOLOv8 can be integrated into various applications.
### Ultralytics YOLO Example Applications
| Title | Format | Contributor |
| ----------------------------------------------------------------------------------------------------------------------------------------- | ------------------ | ----------------------------------------------------------------------------------------- |
| [YOLO ONNX Detection Inference with C++ ](./YOLOv8-CPP-Inference ) | C++/ONNX | [Justas Bartnykas ](https://github.com/JustasBart ) |
| [YOLO OpenCV ONNX Detection Python ](./YOLOv8-OpenCV-ONNX-Python ) | OpenCV/Python/ONNX | [Farid Inawan ](https://github.com/frdteknikelektro ) |
| [YOLOv8 .NET ONNX ImageSharp ](https://github.com/dme-compunet/YOLOv8 ) | C#/ONNX/ImageSharp | [Compunet ](https://github.com/dme-compunet ) |
| [YOLO .Net ONNX Detection C# ](https://www.nuget.org/packages/Yolov8.Net ) | C# .Net | [Samuel Stainback ](https://github.com/sstainba ) |
| [YOLOv8 on NVIDIA Jetson(TensorRT and DeepStream) ](https://wiki.seeedstudio.com/YOLOv8-DeepStream-TRT-Jetson/ ) | Python | [Lakshantha ](https://github.com/lakshanthad ) |
| [YOLOv8 ONNXRuntime Python ](./YOLOv8-ONNXRuntime ) | Python/ONNXRuntime | [Semih Demirel ](https://github.com/semihhdemirel ) |
| [YOLOv8 ONNXRuntime CPP ](./YOLOv8-ONNXRuntime-CPP ) | C++/ONNXRuntime | [DennisJcy ](https://github.com/DennisJcy ), [Onuralp Sezer ](https://github.com/onuralpszr ) |
| [RTDETR ONNXRuntime C# ](https://github.com/Kayzwer/yolo-cs/blob/master/RTDETR.cs ) | C#/ONNX | [Kayzwer ](https://github.com/Kayzwer ) |
| [YOLOv8 SAHI Video Inference ](https://github.com/RizwanMunawar/ultralytics/blob/main/examples/YOLOv8-SAHI-Inference-Video/yolov8_sahi.py ) | Python | [Muhammad Rizwan Munawar ](https://github.com/RizwanMunawar ) |
| [YOLOv8 Region Counter ](https://github.com/RizwanMunawar/ultralytics/blob/main/examples/YOLOv8-Region-Counter/yolov8_region_counter.py ) | Python | [Muhammad Rizwan Munawar ](https://github.com/RizwanMunawar ) |
### How to Contribute
We welcome contributions from the community in the form of examples, applications, and guides. To contribute, please follow these steps:
1. Create a pull request (PR) with the `[Example]` prefix in the title, adding your project folder to the `examples/` directory in the repository.
1. Ensure that your project meets the following criteria:
- Utilizes the `ultralytics` package.
- Includes a `README.md` file with instructions on how to run the project.
- Avoids adding large assets or dependencies unless absolutely necessary.
- The contributor is expected to provide support for issues related to their examples.
If you have any questions or concerns about these requirements, please submit a PR, and we will be more than happy to guide you.
