Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

python tracking machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation instance-segmentation ultralytics rotated-object-detection yolov8 segment-anything yolo11 yolo26 yolo27

• Updated Nov 12, 2026
• Python

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

python machine-learning computer-vision deep-learning satellite tiling pytorch remote-sensing coco object-detection hacktoberfest instance-segmentation explainable-ai large-image oriented-object-detection huggingface small-object-detection fiftyone open-vocabulary-detection yolo26

• Updated Nov 1, 2026
• Python

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

computer-vision yolo image-classification object-detection pose-estimation tensorrt instance-segmentation yolov5 ultralytics tensorrt-inference rotated-object-detection yolov8 tensorrt10 yolo11 yolo26

• Updated Sep 10, 2026
• C++

🔥🔥🔥TensorRT for YOLO26 (det/pose/seg/depth/obb/cls), YOLOv11,YOLOv10 YOLOv9,YOLOv8, ... 🚀🚀🚀 CUDA IS ALL YOU NEED. 🍎🍎🍎

detection cuda classification segmentation obb depth-estimation tensorrt yolov5 yolov6 yolov7 yolo8 yolo11 yolo26

• Updated Oct 27, 2026
• C++

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

yolo object-detection human-pose-estimation object-tracking obb ros2 instance-segmentation oriented-bounding-box 3d-object-detection ultralytics yolov8 yoloe 3d-human-pose-estimation yolo-world yolov9 yolov10 yolov11 yolov12 yolo26

• Updated Nov 4, 2026
• C++

YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.

video computer-vision detection video-processing yolo image-classification segmentation object-detection obb tensorrt onnx onnx-runtime yolov8 yoloe yolo-world yolov9 yolov10 yolov11 yolov12 yolo26

• Updated Nov 8, 2026
• C#

Aim-bot based on AI for all FPS and TPS games

arduino ai cpp gpu cuda aimbot tensorrt directml ai-aimbot yolov8 kmbox yolov11 makcu yolo12 yolo26

• Updated Nov 6, 2026
• C++

Ultralytics YOLO iOS app and Swift package for real-time Core ML inference across major computer vision tasks.

swift ios yolo image-classification app-store object-detection semantic-segmentation pose-estimation obb depth-estimation instance-segmentation coreml swiftui mobile-ai ultralytics real-time-inference yolo11 yolo26

• Updated Nov 9, 2026
• Swift

a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera

python computer-vision pyqt5 gui-application object-detection object-tracking pose-estimation instance-segmentation deep-sort onnxruntime ultralytics byte-tracking yolov8 yolo11 yolov13 yolo26

• Updated Sep 30, 2026
• Python

YOLO Vision Studio: a free, open-source Streamlit app for detection, segmentation, pose, text prompts (YOLO World, YOLOE) and tracking with honest counts. Built on Ultralytics YOLO26.

machine-learning computer-vision yolo object-detection pose-estimation object-tracker instance-segmentation tracking-algorithm tracking-by-detection people-counting streamlit ultralytics streamlit-application bytetrack yoloe rt-detr yolo-world yolo26

• Updated Oct 13, 2026
• Python

This repository is forked from shouxieai/tensorRT_Pro, extending it to support a wide range of vision models with high-performance TensorRT C++ inference.

tensorrt rtmo laneatt ppocr bytetrack clrnet yolov8 rt-detr yolov8-seg yolov8-pose yolov8-obb depth-anything yolov9 yolov8-cls yolov10 clrernet yolo11 yolov12 yolov13 yolo26

• Updated Oct 26, 2026
• C++

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

nginx machine-learning computer-vision deep-learning clustering mcp image-processing artificial-intelligence apis object-detection post-processing restful-api hazard-detection hdbscan data-annotation fastapi alert-system fastmcp yolo26

• Updated Nov 7, 2026
• Python

Ultralytics YOLO26 quickstart for detection, instance and semantic segmentation, depth estimation, classification, pose, OBB, and tracking.

python cli machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation obb depth-estimation instance-segmentation model-export edge-ai ultralytics yolo26

• Updated Sep 16, 2026

ROS2 adapters for the Cross-Platform Production-ready C++ inference engine for YOLO models (v5-v12, YOLO26). Unified API for detection, segmentation, pose estimation, OBB, and classification. Built on ONNX Runtime and OpenCV. Optimized for CPU/GPU with quantization support.

cplusplus cpp17 ros2 onnxruntime ros2-humble yolov8 ros2-jazzy yolov11 yolo26

• Updated Feb 6, 2026
• C++

Ultralytics model comparison docs and automated QA for websites, links, spelling, sitemaps, and image sizes.

link-checker documentation spellcheck computer-vision seo tutorials yolo quickstart model-comparison ultralytics website-testing yolov8 yolo11 yolo26

• Updated Nov 12, 2026
• Python

YOLO object detection in Rust with ONNX Runtime: YOLOv8, YOLO11, YOLO12 and YOLO26

rust computer-vision yolo object-detection onnx onnxruntime ultralytics yolov8 yolo11 yolo12 yolo26

• Updated Nov 9, 2026
• Rust

Ready-to-use Cog deployments and CI/CD for running Ultralytics YOLO11, YOLO World, YOLOE, and YOLO26 models on Replicate.

computer-vision cog inference ci-cd yolo image-classification segmentation object-detection pose-estimation model-deployment replicate ultralytics yoloe yolo-world yolo11 yolo26

• Updated Nov 8, 2026
• Python

go-vision 基于 Golang + ONNX 构建的视觉库，支持 SAM2、YOLOv11-Det、YOLOv11-Seg、YOLOv11-Cls、YOLOv11-Pose、YOLOv11-OBB、YOLO26-Det、YOLO26-Seg、YOLO26-Cls、YOLO26-Pose、YOLO26-OBB、DINOv2-Seg 等模型

golang vision dinov2 sam2 yolov11 yolo26

• Updated Aug 21, 2026
• Go

Short, concise yet complete implementations of various Yolo models in the style of Tinygrad, but in pure Pytorch.

yolov3 yolov4 yolov5 yolov6 yolov7 yolov8 yolov10 yolov11 yolov12 yolo26

• Updated Jun 7, 2026
• Python

A free and opensource yolov8, yolo11 and yolo26 all in one training tool that automates file structure and yaml files, auto labeling with SAM2, brush system for uninterupted labeling, a strong modular augmentation system where anybody can write their own filters and training. Without having to open terminal.

training open-source computer-vision image-annotation inference yolo object-detection opencv-python data-annotation labeling-tool dataset-management yolo-gui ultralytics yolov8 yolo11 yolov11 yolo26

• Updated Feb 26, 2026
• Python