Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
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Updated
Jul 12, 2026 - Python
Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.
Ready-to-use Cog deployments and CI/CD for running Ultralytics YOLO11, YOLO World, YOLOE, and YOLO26 models on Replicate.
YOLOE data pipeline for grounding and detection labels, predictions, text refinement, cache generation, and visualization.
An simplified and automation labeling tool
Explore how YOLOE (You Only Look Once Enhanced) and Generative AI can work together for powerful image classification tasks. This session walks through real-world examples and practical workflows combining detection and generation.
A practical and technical guide to the YOLO ecosystem — architecture, major versions, independent branches, benchmarks, and the evolution from anchor-based to anchor-free, end-to-end, NMS-free, and open-vocabulary detection.
Reproducible, edge-oriented open-vocabulary object detection research harness
yoloe-tensorrt is a Jetson-first TensorRT runtime for Ultralytics YOLOE models with runtime-custom text labels and visual prompts. It exposes a normal Python package API, ships a native C++ TensorRT backend for the main inference hot path, and includes a live camera GUI for interactive testing
Hijack your webcam with YOLO detection and segmentation! Virtual webcam interface with YOLO-E detection and label-changing.
AI Factory CV Workshop (March 3-4, 2026)
Few-shot visual auto-annotation pipeline: YOLOe → SAM2 → DINOv2 → WBF. No text prompts. YOLO .txt output.
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