mudler / LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
mudler / LocalAI
ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
roboflow / supervision
We write your reusable computer vision tools. 💜
blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
cvat-ai / cvat
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.
voxel51 / fiftyone
Refine high-quality datasets and visual AI models
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
CVHub520 / X-AnyLabeling
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.
ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
roboflow / rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
roboflow / notebooks
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.
PaddlePaddle / PaddleX
All-in-One Development Tool based on PaddlePaddle
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
rafaelpadilla / Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
ZhengPeng7 / BiRefNet
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
roflcoopter / viseron
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.
Peterande / D-FINE
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
jolibrain / deepdetect
Deep Learning Server and CLI for Torch and TensorRT
roboflow / inference
Turn any computer or edge device into a command center for your computer vision projects.
ailia-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
roryclear / clearcam
Add object detection, tracking, mobile notifications, and search to any security camera.
john-rocky / CoreML-Models
Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.
ShisatoYano / AutonomousVehicleControlBeginnersGuide
Python sample codes and documents about Autonomous vehicle control algorithm. This project can be used as a technical guide book to study the algorithms and the software architectures for beginners.
ZFTurbo / Weighted-Boxes-Fusion
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
software-mansion / react-native-executorch
High-performance, privacy-first on-device AI inference library for React Native, powered by PyTorch's ExecuTorch runtime
lightly-ai / lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
yoshitomo-matsubara / torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
xtreme1-io / xtreme1
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
open-edge-platform / geti
Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel XPU (CPU-only and CUDA also supported).
blakeblackshear / frigate-hass-integration
Frigate integration for Home Assistant
stereolabs / zed-sdk
⚡️The spatial perception framework for rapidly building smart robots and spaces
ultralytics / JSON2YOLO
Legacy JSON-to-YOLO dataset converter for COCO, LabelMe, Labelbox, VoTT, INFOLKS, and ATH annotations. Superseded by convert_coco() in the Ultralytics package.
openvinotoolkit / nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
mgonzs13 / yolo_ros
Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
cameraui / camera.ui
The modern, local-first platform for professional video surveillance.
microsoft / Biodiversity
Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.
videoflow / videoflow
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
kadirnar / segment-anything-video
MetaSeg: Packaged version of the Segment Anything repository
LibreYOLO / libreyolo
LibreYOLO is a MIT licensed open source computer vision library
insight-platform / Savant
Python Computer Vision & Video Analytics Framework With Batteries Included
NickSwardh / YoloDotNet
YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.
pedropro / TACO
🌮 Trash Annotations in Context Dataset Toolkit
yuanmaoxun / Awesome-RGBT-Fusion
A collection of deep learning based RGB-T-Fusion methods, codes, and datasets. The main directions involved are Multispectral Pedestrian Detection, RGB-T Aerial Object Detection, RGB-T Semantic Segmentation, RGB-T Crowd Counting, RGB-T Fusion Tracking.
oarriaga / paz
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
MIC-DKFZ / nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
cs-chan / Exclusively-Dark-Image-Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
albumentations-team / AlbumentationsX
Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.
dme-compunet / YoloSharp
🚀 A high performance real-time object detection solution using YOLO11 ⚡️ powered by ONNX-Runtime
ultralytics / yolo-ios-app
Ultralytics YOLO iOS app and Swift package for real-time Core ML inference across major computer vision tasks.
ultralytics / yolo-flutter-app
Official Ultralytics YOLO Flutter plugin for real-time inference on Android and iOS across major vision tasks.
CharlesFeng0314 / JEV_sees
Eyes are All JEV Needs - real time visual devisions from RGB, video and RGB-D cameras.
lotvulture / lotvulture
Real-time parking lot occupancy detection using existing security cameras and on-device computer vision.
groundingpi / GroundingPI
A 4B grounding foundation model for physical intelligence. Unifies detection, referring, pointing, OCR, GUI, and layout grounding, achieving SOTA overall across 34 benchmarks and improving robot generalization and data efficiency in controlled evaluations.
oleost / VisionState
Turn your cameras into Home Assistant sensors with a local AI: garage door open/closed, people and cars, water, gas and power meters read by any camera or ESP32-CAM. 100% local, any CPU.
Intellindust-AI-Lab / GTR
GTR: Gated Token Recurrence for Efficient Dense Prediction
a2307588073-arch / zynq-yolov3-tiny-accelerator
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
groundingpi / GroundAnything
A 4B diffusion grounding model for fast, precise visual evidence extraction. Unifies diverse grounding tasks through parallel decoding, with optional self-speculative decoding delivering 4.51x autoregressive throughput on COCO.