Yolo26 Python Packages

ultralytics

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

sahi

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

ultralytics-opencv-headless

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

esmoe

Drop-in expert-sparse MoE block for Ultralytics YOLO, with a router loss that reaches the optimiser.

sima-vision

A practical computer vision workspace for building, testing, and deploying Vision AI applications on the SiMa.ai Modalix DevKit 3.0, with setup guides and reference applications including YOLO object detection, instance segmentation, and other enterprise focused.

ultralytics-dev

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

trajectory-forecast

Forecast where tracked objects will move next. A lightweight extension to Ultralytics YOLO that adds Kalman-filtered trajectory prediction; stable, low-jitter, and efficient for real-time systems.

ml-pipes-ultralytics

Compose YOLO-powered pipelines with ml-pipes, using Ultralytics operators for prediction, embeddings, tracking, and result processing.

syml-ultralytics

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

ultralytics-rknn

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

ultralytics-v11

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

tensorrt-yolo

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

trtyolo-export

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

zmkj-rknn-yolov8

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

yolo26-analytics

Real-time object tracking, zone analytics, and event alerting built on YOLO26

xn-ultralytics

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

ultralyticsheadless

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

yolo26-kit

YOLO26 ↔ YOLOv8-pipeline bridge — shape adapters, decoder, letterbox, ORT wrapper. Python + TypeScript.

ultralyticsutils

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

ymsyolo10

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

ultralytics-export-to-rknn

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

imagedetect

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

tensorrt-yolo-isarsoft

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

yolov8-rknn

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