1.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+932 stars
from 62,086 · score 6.84
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
29 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
+833 stars
from 36,294 · score 6.73
3.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
4.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+204 stars
from 58,043 · score 5.32
5.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.
+203 stars
from 16,841 · score 5.32
6.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.
+121 stars
from 3,554 · score 4.80
7.IDEA-Research / GroundingDINO
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
+94 stars
from 10,630 · score 4.55
8.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+68 stars
from 26,370 · score 4.23
9.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+66 stars
from 32,954 · score 4.20
10.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+56 stars
from 10,751 · score 4.04
11.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/
+45 stars
from 10,639 · score 3.83
12.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+35 stars
from 5,719 · score 3.58
13.PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
+32 stars
from 14,420 · score 3.50
14.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+27 stars
from 6,542 · score 3.33
15.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+25 stars
from 12,978 · score 3.26
16.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+21 stars
from 10,610 · score 3.09
17.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
+14 stars
from 1,273 · score 2.71
18.matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
+10 stars
from 25,566 · score 2.40
19.hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
+5 stars
from 11,373 · score 1.79
20.tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
+4 stars
from 7,381 · score 1.61
21.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.
+4 stars
from 346 · score 1.61
22.tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
+3 stars
from 3,085 · score 1.39
23.azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
+3 stars
from 2,239 · score 1.39
24.V2AI / Det3D
World's first general purpose 3D object detection codebse.
+3 stars
from 1,561 · score 1.39
25.catalyst-team / catalyst
Accelerated deep learning R&D
+2 stars
from 3,386 · score 1.10
26.facebookresearch / votenetArchived
Deep Hough Voting for 3D Object Detection in Point Clouds
+2 stars
from 1,761 · score 1.10
27.thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
+1 stars
from 6,138 · score 0.69
28.alankbi / detecto
Build fully-functioning computer vision models with PyTorch
+1 stars
from 622 · score 0.69
29.vita-epfl / monoloco
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
+1 stars
from 461 · score 0.69