ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
ultralytics / ultralytics
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.
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]
blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
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.
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.
roboflow / supervision
We write your reusable computer vision tools. 💜
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.
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
ZhengPeng7 / BiRefNet
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
PaddlePaddle / PaddleX
All-in-One Development Tool based on PaddlePaddle
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Peterande / D-FINE
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]
roboflow / inference
Turn any computer or edge device into a command center for your computer vision projects.
roryclear / clearcam
Add object detection, tracking, mobile notifications, and search to any security camera.
LibreYOLO / libreyolo
LibreYOLO is a MIT licensed open source computer vision library
albumentations-team / AlbumentationsX
Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.
Intellindust-AI-Lab / GTR
GTR: Gated Token Recurrence for Efficient Dense Prediction
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.
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.
ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
rafaelpadilla / Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
ailia-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
ZFTurbo / Weighted-Boxes-Fusion
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
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.
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
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
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
insight-platform / Savant
Python Computer Vision & Video Analytics Framework With Batteries Included
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.
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.
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.
vincenzo-afk / VisionX
AI-powered real-time object detection, tracking, and video intelligence platform using YOLO and computer vision.
zhaozhen2333 / Turbo-Learning
Official implementation of “A Turbo-Inference Strategy for Object Detection and Instance Segmentation” (CVIU 2026). A training-free framework for iterative refinement between object detection and instance segmentation.
PINTO0309 / soma
Structured Output Matching & Association: online multi-person tracking built on the structured output of a multi-task wholebody detector, one whole-frame pass per frame (plus per-crop ReID embeddings in SOMA-R) — no tiling, no offline post-processing.
Nambekai / dangerous-person-detection-yolo11
YOLO11 research prototype for detecting people associated with potentially dangerous objects in public-area imagery, with thesis evidence, reproducibility notes, and responsible-use guidance.
ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
Gu-kai-lei / UAV-Detection-Segmentation-Fusion
无人机投粮器 YOLO 检测与 SegFormer 地块语义分割组合项目：配置、脚本、训练日志、实验记录与部署说明。