Yolo11 Python Packages

ultralytics

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

inference-sdk

Turn any computer or edge device into a command center for your computer vision projects.

ultralytics-opencv-headless

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

inference

Turn any computer or edge device into a command center for your computer vision projects.

inference-gpu

Turn any computer or edge device into a command center for your computer vision projects.

inference-cli

Turn any computer or edge device into a command center for your computer vision projects.

inference-cpu

Turn any computer or edge device into a command center for your computer vision projects.

inference-core

Turn any computer or edge device into a command center for your computer vision projects.

captcha-recognizer

单缺口/多缺口滑块验证码识别，pip安装使用, 可本地/服务器部署API

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

patched-yolo-infer

Python library for YOLO small object detection and instance segmentation

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

streamgrid

Multi-stream video inference with Ultralytics YOLO - Display multiple video streams in a grid layout with real-time object detection.

smart-reid

Turn any computer or edge device into a command center for your computer vision projects.

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

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