1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+70,174 stars
from 6,073 · score 11.16
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 118 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,741 stars
from 46,703 · score 10.08
3.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
4.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
5.d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
+5,130 stars
from 77,066 · score 8.54
6.opencv / opencv
Open Source Computer Vision Library
+4,581 stars
from 86,823 · score 8.43
7.ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
+4,563 stars
from 33,027 · score 8.43
8.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+4,083 stars
from 80,390 · score 8.31
9.screenpipe / screenpipe
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
+3,865 stars
from 18,339 · score 8.26
10.MaaAssistantArknights / MaaAssistantArknights
《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, supporting all clients.
+3,813 stars
from 20,385 · score 8.25
11.AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
+3,793 stars
from 20,388 · score 8.24
12.graphdeco-inria / gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
+2,832 stars
from 21,555 · score 7.95
13.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+2,627 stars
from 34,878 · score 7.87
14.eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
+2,134 stars
from 28,632 · score 7.67
15.colmap / colmap
COLMAP - Structure-from-Motion and Multi-View Stereo
+1,569 stars
from 11,555 · score 7.36
16.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+1,539 stars
from 27,060 · score 7.34
17.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+1,407 stars
from 28,575 · score 7.25
18.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
19.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
20.rerun-io / rerun
Visualize, query, and stream to train on multimodal robotics data.
+1,099 stars
from 10,577 · score 7.00
21.openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
+984 stars
from 10,118 · score 6.89
22.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+770 stars
from 14,236 · score 6.65
23.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+729 stars
from 21,373 · score 6.59
24.carla-simulator / carla
Open-source simulator for autonomous driving research.
+712 stars
from 13,847 · score 6.57
25.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+684 stars
from 10,573 · score 6.53
26.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
27.CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
+650 stars
from 33,900 · score 6.48
28.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+626 stars
from 11,150 · score 6.44
29.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+592 stars
from 22,342 · score 6.39
30.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
31.mlfoundations / open_clip
An open source implementation of CLIP.
+551 stars
from 13,688 · score 6.31
32.lucidrains / vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
+543 stars
from 25,011 · score 6.30
33.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+541 stars
from 15,710 · score 6.30
34.microsoft / AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
+529 stars
from 18,061 · score 6.27
35.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
+480 stars
from 9,873 · score 6.18
36.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+460 stars
from 22,763 · score 6.13
37.esimov / caire
Content aware image resize library
+452 stars
from 10,417 · score 6.12
38.cyberbotics / webots
Webots Robot Simulator
+451 stars
from 4,292 · score 6.11
39.alicevision / Meshroom
Node-based Visual Programming Toolbox
+404 stars
from 12,654 · score 6.00
40.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+402 stars
from 17,580 · score 6.00
41.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+332 stars
from 11,459 · score 5.81
42.bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
+328 stars
from 16,403 · score 5.80
43.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
44.PointCloudLibrary / pcl
Point Cloud Library (PCL)
+275 stars
from 10,930 · score 5.62
45.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+271 stars
from 24,997 · score 5.61
46.NVlabs / instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
+271 stars
from 17,314 · score 5.61
47.ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
+252 stars
from 19,269 · score 5.53
48.kmario23 / deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
+250 stars
from 12,725 · score 5.53
49.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+223 stars
from 12,656 · score 5.41
50.CopterExpress / clover
ROS-based framework and RPi image to control PX4-powered drones 🍀
+202 stars
from 491 · score 5.31
51.activeloopai / deeplake
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
+194 stars
from 9,070 · score 5.27
52.shimat / opencvsharp
OpenCV wrapper for .NET
+190 stars
from 5,931 · score 5.25
53.davisking / dlib
A toolkit for making real world machine learning and data analysis applications in C++
+158 stars
from 14,311 · score 5.07
54.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
+156 stars
from 14,715 · score 5.06
55.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+154 stars
from 11,638 · score 5.04
56.scikit-image / scikit-image
Image processing in Python
+142 stars
from 6,487 · score 4.96
57.openframeworks / openFrameworks
openFrameworks is a community-developed cross platform toolkit for creative coding in C++.
+140 stars
from 10,318 · score 4.95
58.MOLAorg / mola
A Modular Optimization framework for Localization and mApping (MOLA)
+140 stars
from 910 · score 4.95
59.allenai / ai2thor
An open-source platform for Visual AI.
+124 stars
from 1,701 · score 4.83
60.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
61.hybridgroup / gocv
Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.
+121 stars
from 7,397 · score 4.80
62.alicevision / AliceVision
3D Computer Vision Framework
+115 stars
from 3,409 · score 4.75
63.davidsandberg / facenet
Face recognition using Tensorflow
+108 stars
from 14,251 · score 4.69
64.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+108 stars
from 3,718 · score 4.69
65.bytedeco / javacv
Java interface to OpenCV, FFmpeg, and more
+87 stars
from 8,267 · score 4.48
66.haifengl / smile
Statistical Machine Intelligence & Learning Engine
+87 stars
from 6,341 · score 4.48
67.MIT-SPARK / Kimera
Index repo for Kimera code
+81 stars
from 2,061 · score 4.41
68.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
69.junyanz / CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
+75 stars
from 12,798 · score 4.33
70.phillipi / pix2pix
Image-to-image translation with conditional adversarial nets
+65 stars
from 10,595 · score 4.19
71.imagej / imagej2
Open scientific N-dimensional image processing :microscope: :sparkler:
+58 stars
from 1,359 · score 4.08
72.openMVG / awesome_3DReconstruction_list
A curated list of papers & resources linked to 3D reconstruction from images.
+54 stars
from 4,381 · score 4.01
73.imagej / ImageJ
Public domain software for processing and analyzing scientific images
+54 stars
from 742 · score 4.01
74.JdeRobot / RoboticsAcademy
Learn Robotics with JdeRobot
+52 stars
from 455 · score 3.97
75.SerpentAI / SerpentAIArchived
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
+51 stars
from 6,938 · score 3.95
76.open-mmlab / mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
+48 stars
from 1,458 · score 3.89
77.amusi / awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
+46 stars
from 7,467 · score 3.85
78.MRPT / mrpt
:zap: The Mobile Robot Programming Toolkit (MRPT)
+46 stars
from 2,127 · score 3.85
79.visionml / pytracking
Visual tracking library based on PyTorch.
+43 stars
from 3,482 · score 3.78
80.bupt-ai-cz / LLVIP
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
+42 stars
from 815 · score 3.76
81.lgsvl / simulator
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
+35 stars
from 2,426 · score 3.58
82.QingyongHu / RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
+35 stars
from 1,532 · score 3.58
83.extreme-assistant / CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
+34 stars
from 12,424 · score 3.56
84.STVIR / pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
+32 stars
from 4,577 · score 3.50
85.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
86.xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
+30 stars
from 1,819 · score 3.43
87.weiaicunzai / awesome-image-classification
A curated list of deep learning image classification papers and codes
+29 stars
from 3,038 · score 3.40
88.opendatacam / opendatacam
An open source tool to quantify the world
+28 stars
from 1,706 · score 3.37
89.jiachenli94 / Awesome-Interaction-Aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
+26 stars
from 1,670 · score 3.30
90.richzhang / colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
+25 stars
from 3,440 · score 3.26
91.catalyst-team / catalyst
Accelerated deep learning R&D
+24 stars
from 3,364 · score 3.22
92.weihaox / awesome-neural-rendering
Resources of Neural Rendering
+23 stars
from 2,338 · score 3.18
93.leggedrobotics / darknet_ros
YOLO ROS: Real-Time Object Detection for ROS
+22 stars
from 2,419 · score 3.14
94.UniversalDataTool / universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
+22 stars
from 2,052 · score 3.14
95.junyanz / iGAN
Interactive Image Generation via Generative Adversarial Networks
+15 stars
from 3,998 · score 2.77
96.sohmandal / classpose
A foundation model-driven whole slide image-scale cell phenotyping method with QuPath integration Resources
+15 stars
from 24 · score 2.77
97.mint-lab / awesome-robotics-datasets
A collection of useful datasets for robotics and computer vision
+12 stars
from 508 · score 2.56
98.accord-net / frameworkArchived
Machine learning, computer vision, statistics and general scientific computing for .NET
+11 stars
from 4,521 · score 2.48
99.laboshinl / loam_velodyne
Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.
+11 stars
from 1,752 · score 2.48
100.IBM / MAX-Image-Resolution-Enhancer
Upscale an image by a factor of 4, while generating photo-realistic details.
+11 stars
from 1,037 · score 2.48