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Glenn Jocher ff0b107bf5
Fix YOLO11 usage (#17834)
2 weeks ago
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YOLO-Series-ONNXRuntime-Rust Fix YOLO11 usage (#17834) 2 weeks ago
YOLOv8-Action-Recognition Update YOLOv8n to YOLO11n in args (#16873) 2 months ago
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YOLOv8-ONNXRuntime Ruff Docstring formatting (#15793) 4 months ago
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YOLOv8-OpenCV-ONNX-Python `ultralytics 8.2.2` replace COCO128 with COCO8 (#10167) 8 months ago
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YOLOv8-Region-Counter Ruff Docstring formatting (#15793) 4 months ago
YOLOv8-SAHI-Inference-Video Convert frames to RGB before SAHI inference (#17795) 3 weeks ago
YOLOv8-Segmentation-ONNXRuntime-Python Ruff Docstring formatting (#15793) 4 months ago
YOLOv8-TFLite-Python Refactor TFLite example. Support FP32, Fp16, INT8 models (#17317) 1 month ago
README.md [Example] YOLO-Series(v5-11) ONNXRuntime Rust (#17311) 1 month ago
heatmaps.ipynb Fix PyPI downloads links (#17399) 1 month ago
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README.md

Ultralytics Examples

This directory features a collection of real-world applications and walkthroughs, provided as either Python files or notebooks. Explore the examples below to see how YOLO 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
YOLO C# ONNX-Runtime .NET/ONNX-Runtime 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
YOLOv8 Segmentation ONNXRuntime Python Python/ONNXRuntime jamjamjon
YOLOv8 LibTorch CPP C++/LibTorch Myyura
YOLOv8 OpenCV INT8 TFLite Python Python Wamiq Raza
YOLOv8 All Tasks ONNXRuntime Rust Rust/ONNXRuntime jamjamjon
YOLOv8 OpenVINO CPP C++/OpenVINO Erlangga Yudi Pradana
YOLOv5-YOLO11 ONNXRuntime Rust Rust/ONNXRuntime jamjamjon

How to Contribute

We greatly appreciate contributions from the community, including examples, applications, and guides. If you'd like to contribute, please follow these guidelines:

  1. Create a pull request (PR) with the title prefix [Example], adding your new example folder to the examples/ directory within the repository.
  2. Ensure your project adheres to the following standards:
    • Makes use of the ultralytics package.
    • Includes a README.md with clear instructions for setting up and running the example.
    • Avoids adding large files or dependencies unless they are absolutely necessary for the example.
    • Contributors should be willing to provide support for their examples and address related issues.

For more detailed information and guidance on contributing, please visit our contribution documentation.

If you encounter any questions or concerns regarding these guidelines, feel free to open a PR or an issue in the repository, and we will assist you in the contribution process.