1.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
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Ranked by Attention Score: stars gained over the last 180 complete days
10 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.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
4.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+552 stars
from 32,468 · score 6.32
5.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+541 stars
from 15,710 · score 6.30
6.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
7.luigifreda / pyslam
pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.
+184 stars
from 3,251 · score 5.22
8.matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
+115 stars
from 25,461 · score 4.75
9.dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
+40 stars
from 5,212 · score 3.71
10.tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
+8 stars
from 3,080 · score 2.20