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
12 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.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
3.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+65 stars
from 11,676 · score 4.19
4.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+60 stars
from 16,191 · score 4.11
5.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+47 stars
from 11,744 · score 3.87
6.OpenGVLab / InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
+20 stars
from 10,153 · score 3.04
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.
+11 stars
from 3,424 · score 2.48
8.QingyongHu / RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
+5 stars
from 1,562 · score 1.79
9.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
10.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
11.TiagoCortinhal / SalsaNext
Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
+2 stars
from 470 · score 1.10
12.xiaoyufenfei / LEDNet
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
+1 stars
from 523 · score 0.69