1.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
31 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+6,876 stars
from 56,142 · score 8.84
3.blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
+5,563 stars
from 31,564 · score 8.62
4.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
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.
+1,378 stars
from 15,666 · score 7.23
6.IDEA-Research / GroundingDINO
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
+726 stars
from 9,998 · score 6.59
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.
+607 stars
from 3,068 · score 6.41
8.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
9.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+552 stars
from 32,468 · score 6.32
10.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+393 stars
from 26,045 · score 5.98
11.PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
+344 stars
from 14,108 · score 5.84
12.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/
+301 stars
from 10,383 · score 5.71
13.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+294 stars
from 12,709 · score 5.69
14.microsoft / Swin-TransformerArchived
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
+279 stars
from 15,806 · score 5.63
15.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+220 stars
from 5,534 · score 5.40
16.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+203 stars
from 6,366 · score 5.32
17.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+122 stars
from 10,509 · score 4.81
18.matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
+115 stars
from 25,461 · score 4.75
19.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
+90 stars
from 1,197 · score 4.51
20.albumentations-team / albumentationsArchived
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
+86 stars
from 15,217 · score 4.47
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.
+76 stars
from 274 · score 4.34
22.azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
+31 stars
from 2,211 · score 3.47
23.hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
+28 stars
from 11,350 · score 3.37
24.tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
+27 stars
from 7,358 · score 3.33
25.catalyst-team / catalyst
Accelerated deep learning R&D
+24 stars
from 3,364 · score 3.22
26.V2AI / Det3D
World's first general purpose 3D object detection codebse.
+15 stars
from 1,549 · score 2.77
27.thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
+13 stars
from 6,126 · score 2.64
28.facebookresearch / votenetArchived
Deep Hough Voting for 3D Object Detection in Point Clouds
+10 stars
from 1,753 · score 2.40
29.tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
+8 stars
from 3,080 · score 2.20
30.vita-epfl / monoloco
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
+4 stars
from 458 · score 1.61
31.Borda / pyImSegmArchived
Image segmentation - general superpixel segmentation & center detection & region growing
+3 stars
from 375 · score 1.39