1.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
44 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
3.blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
+2,427 stars
from 34,700 · score 7.79
4.mudler / LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
+2,146 stars
from 47,969 · score 7.67
5.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+653 stars
from 57,594 · score 6.48
6.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.
+650 stars
from 16,394 · score 6.48
7.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.
+377 stars
from 3,298 · score 5.93
8.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+309 stars
from 10,948 · score 5.74
9.IDEA-Research / GroundingDINO
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
+293 stars
from 10,431 · score 5.68
10.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
11.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+240 stars
from 32,780 · score 5.48
12.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+231 stars
from 22,703 · score 5.45
13.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+187 stars
from 26,251 · score 5.24
14.Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
+145 stars
from 10,539 · score 4.98
15.PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
+137 stars
from 14,315 · score 4.93
16.satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
+100 stars
from 10,199 · score 4.62
17.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+98 stars
from 12,905 · score 4.60
18.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+93 stars
from 5,661 · score 4.54
19.microsoft / Swin-TransformerArchived
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
+88 stars
from 15,997 · score 4.49
20.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+88 stars
from 6,481 · score 4.49
21.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+65 stars
from 10,566 · score 4.19
22.Project-AgML / AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
+54 stars
from 296 · score 4.01
23.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
+50 stars
from 1,237 · score 3.93
24.matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
+43 stars
from 25,533 · score 3.78
25.amusi / awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
+27 stars
from 7,486 · score 3.33
26.bupt-ai-cz / LLVIP
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
+19 stars
from 838 · score 3.00
27.tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
+15 stars
from 7,370 · score 2.77
28.extreme-assistant / CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
+14 stars
from 12,444 · score 2.71
29.hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
+14 stars
from 11,364 · score 2.71
30.albumentations-team / albumentationsArchived
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
+13 stars
from 15,290 · score 2.64
31.azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
+13 stars
from 2,229 · score 2.64
32.abhineet123 / Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
+11 stars
from 2,505 · score 2.48
33.V2AI / Det3D
World's first general purpose 3D object detection codebse.
+11 stars
from 1,553 · score 2.48
34.catalyst-team / catalyst
Accelerated deep learning R&D
+10 stars
from 3,378 · score 2.40
35.leggedrobotics / darknet_ros
YOLO ROS: Real-Time Object Detection for ROS
+9 stars
from 2,432 · score 2.30
36.balavenkatesh3322 / CV-pretrained-model
A collection of computer vision pre-trained models.
+7 stars
from 1,364 · score 2.08
37.thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
+5 stars
from 6,134 · score 1.79
38.tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
+5 stars
from 3,083 · score 1.79
39.shubham-shahh / Open-Source-Models
Address book for computer vision models.
+4 stars
from 83 · score 1.61
40.facebookresearch / votenetArchived
Deep Hough Voting for 3D Object Detection in Point Clouds
+3 stars
from 1,760 · score 1.39
41.vita-epfl / monoloco
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
+2 stars
from 460 · score 1.10
42.alankbi / detecto
Build fully-functioning computer vision models with PyTorch
+1 stars
from 622 · score 0.69
43.Borda / pyImSegmArchived
Image segmentation - general superpixel segmentation & center detection & region growing
+1 stars
from 377 · score 0.69
44.BMW-InnovationLab / BMW-Labeltool-Lite
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
+1 stars
from 323 · score 0.69