ultralytics/examples

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++	C++/ONNX	Justas Bartnykas
YOLO OpenCV ONNX Detection Python	OpenCV/Python/ONNX	Farid Inawan
YOLOv8 .NET ONNX ImageSharp	C#/ONNX/ImageSharp	Compunet
YOLO .Net ONNX Detection C#	C# .Net	Samuel Stainback
YOLOv8 on NVIDIA Jetson(TensorRT and DeepStream)	Python	Lakshantha
YOLOv8 ONNXRuntime Python	Python/ONNXRuntime	Semih Demirel
YOLOv8 ONNXRuntime CPP	C++/ONNXRuntime	DennisJcy, Onuralp Sezer
RTDETR ONNXRuntime C#	C#/ONNX	Kayzwer
YOLOv8 SAHI Video Inference	Python	Muhammad Rizwan Munawar
YOLOv8 Region Counter	Python	Muhammad Rizwan Munawar

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.
2. 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.