Personal project: where shoppers look, estimated from an ordinary security camera and open source AI (YOLO11, Gaze-LLE, Depth Anything V2)
Pure C#/.NET YOLO inference: SIMD CPU, Vulkan/Metal GPU, direct .pt and ONNX; detection, segmentation and pose.
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
We write your reusable computer vision tools. 💜
Label Studio is a multi-type data labeling and annotation tool with standardized output format
CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
Images to inference with no labeling (use foundation models to train supervised models).
Turn any computer or edge device into a command center for your computer vision projects.
Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
A ComfyUI custom node designed for advanced image background removal and object, face, clothes, and fashion segmentation, utilizing multiple models including RMBG-2.0, VRMBG-3.0, FeyNoBg, Finegrain Box Segmenter, INSPYRENET, BEN, BEN2, BiRefNet, Lucida, SDMatte, SAM, SAM2, SAM3, Florence-2, YOLOv8/YOLO11, Big-Lama, and GroundingDINO.
Add object detection, tracking, mobile notifications, and search to any security camera.
A coding agent that evolves its own source, in public — 200 lines of Rust on day one, every commit since agent-written and tests-gated.
Local-first Video Knowledge Base. Index your video library with multi-modal analysis (YOLO, DeepFace, Whisper), search semantically via natural language, Docker-ready.
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Universal Second Eye for Gamers with Impairments (Universal AI Aim Aligner (AI Aimbot) - ONNX/YOLOv8 - C#)
支持按轴凹总力战, 无缝制造三解, 用于实现蔚蓝档案自动化的程序( Steam已适配 )
🔥🔥🔥TensorRT for YOLO26 (det/pose/seg/depth/obb/cls), YOLOv11,YOLOv10 YOLOv9,YOLOv8, ... 🚀🚀🚀 CUDA IS ALL YOU NEED. 🍎🍎🍎
Agent-native AI assistant — chat, write, whiteboard, learning, all in one.
Legacy JSON-to-YOLO dataset converter for COCO, LabelMe, Labelbox, VoTT, INFOLKS, and ATH annotations. Superseded by convert_coco() in the Ultralytics package.
Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
MetaSeg: Packaged version of the Segment Anything repository
LibreYOLO is a MIT licensed open source computer vision library
Python Computer Vision & Video Analytics Framework With Batteries Included
YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.
Omega-AI is a Java-based deep learning framework that helps you quickly build neural networks for inference and training. Its engine supports automatic differentiation, multithreading, and GPU acceleration with CUDA and cuDNN.
GB28181 - 2022 NVR | ONVIF/RTMP/RTSP | ZLMediaKit | 本地 YOLO 检测 | 私有部署
TrailSnap (行影集) | AI-Powered open-source photo album for travel & life memories.(AI赋能的开源相册工具,珍藏旅行与生活点滴)
[CVPR2026]🚀🚀🚀Official code for the paper "YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection." *(YOLO = You Only Look Once)* 🔥🔥🔥
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Shared Ultralytics logos, media, sample images, pretrained model weights, dataset artifacts, and release assets.
Let your AI go full send. Your home directory stays home.
An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson
mono / stereo depth estimation + yolo object detection with deployment on Jeston nano / TX2 / GeForce by TensorRT
dddmr_navigation is the 3D navigation solution for mobile robots includes mapping/localization/perception/path planning/controller/navigation stack
🚀 A high performance real-time object detection solution using YOLO11 ⚡️ powered by ONNX-Runtime
Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified inbox (WhatsApp/Email/Slack/Telegram), autonomous PR merge, full-AWS monitoring, revenue (Stripe+RevenueCat), e-commerce (Shopify), marketing (Klaviyo/Meta/GA4), voice (Bland/ElevenLabs), APM (Datadog/NewRelic/OTEL), YOLO mode.
rebucca · 多路视频接入与智能布控分析平台。支持 GB28181 / RTSP 等协议、YOLO 等小模型检测、OpenAI 兼容大模型复核、多边形布控区域与带截图的结构化报警。
Refine and improve the quality of small faces in MiniMax H3 video. Per-frame face tracking, crop, refine with H3, stitch back.
Ultralytics YOLO iOS app and Swift package for real-time Core ML inference across major computer vision tasks.
👉 Tensorflow 2.x resources such as tutorial, blog, code and videos
Official Ultralytics YOLO Flutter plugin for real-time inference on Android and iOS across major vision tasks.
Implement yolov26m using a complete FPGA, without any C language code. Requires 160K LUTs and 386 DSP cores (based on Xilinx XC7K325T).
阿里云滑块验证码自动求解:YOLO 识别 + 真人形态轨迹生成 + CDP 注入,单次通过率 90.9%
Eyes are All JEV Needs - real time visual devisions from RGB, video and RGB-D cameras.
Local-first YOLO workbench for annotation, training, evaluation, and AI assistance.
INT8 single-class YOLOv3-Tiny accelerator and OV5640-to-HDMI bare-metal demo for Xilinx Zynq-7000 XC7Z100, with PyTorch training and parameter-export tools. Topics yolov3-tiny, fpga, zynq-7000, xc7z100, verilog, vivado, vitis, pytorch, int8-quantization, object-detection, axi4-stream, ov5640, hdmi, embedded-systems, computer-vision
Computer Vision pipeline that tracks vehicles and people in traffic footage and reports counts + congestion level.
YOLOv8 steel-ball detection demo for CanMV K230
基于 C++ / Qt 6.8 的本地 YOLO 推理与模型可视化工具。支持 ONNX / PT 模型、图片与视频检测、摄像头输入、灰度与双目单目处理、标注视频录制,以及模型结构图、层级树和参数表。采用 AGPLv3 开源许可。