1.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
Trending repositories
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15 repositories by Attention Score · May 7, 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.
+1,378 stars
from 15,666 · score 7.23
3.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+541 stars
from 15,710 · score 6.30
4.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+409 stars
from 11,332 · score 6.02
5.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+332 stars
from 11,459 · score 5.81
6.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
7.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
+254 stars
from 9,919 · score 5.54
8.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
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.
+76 stars
from 274 · score 4.34
10.QingyongHu / RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
+35 stars
from 1,532 · score 3.58
11.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
12.TiagoCortinhal / SalsaNext
Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
+9 stars
from 463 · score 2.30
13.loicland / superpoint_graph
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
+7 stars
from 796 · score 2.08
14.pycroscopy / atomai
Deep and Machine Learning for Microscopy
+3 stars
from 227 · score 1.39
15.xiaoyufenfei / LEDNet
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
+2 stars
from 522 · score 1.10