1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+31,039 stars
from 45,208 · score 10.34
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
53 repositories by Attention Score · Aug 5, 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
+3,138 stars
from 59,880 · score 8.05
3.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。
+3,079 stars
from 79,117 · score 8.03
4.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
5.graphdeco-inria / gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
+1,588 stars
from 22,799 · score 7.37
6.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.
+781 stars
from 29,201 · score 6.66
7.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+653 stars
from 57,594 · score 6.48
8.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.
+650 stars
from 16,394 · score 6.48
9.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+491 stars
from 11,285 · score 6.20
10.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
11.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+293 stars
from 11,846 · score 5.68
12.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
13.mlfoundations / open_clip
An open source implementation of CLIP.
+238 stars
from 14,001 · score 5.48
14.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+222 stars
from 16,029 · score 5.41
15.alicevision / Meshroom
Node-based Visual Programming Toolbox
+220 stars
from 12,838 · score 5.40
16.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+174 stars
from 17,808 · score 5.16
17.lucidrains / vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
+160 stars
from 25,394 · score 5.08
18.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+138 stars
from 11,653 · score 4.93
19.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+108 stars
from 12,771 · score 4.69
20.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+104 stars
from 25,164 · score 4.65
21.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+98 stars
from 12,905 · score 4.60
22.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+69 stars
from 11,723 · score 4.25
23.scikit-image / scikit-image
Image processing in Python
+69 stars
from 6,560 · score 4.25
24.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+65 stars
from 10,566 · score 4.19
25.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.
+54 stars
from 296 · score 4.01
26.davidsandberg / facenet
Face recognition using Tensorflow
+42 stars
from 14,317 · score 3.76
27.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+42 stars
from 3,784 · score 3.76
28.open-mmlab / mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
+24 stars
from 1,482 · score 3.22
29.JdeRobot / RoboticsAcademy
Learn Robotics with JdeRobot
+22 stars
from 485 · score 3.14
30.STVIR / pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
+20 stars
from 4,589 · score 3.04
31.SerpentAI / SerpentAIArchived
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
+18 stars
from 6,971 · score 2.94
32.visionml / pytracking
Visual tracking library based on PyTorch.
+18 stars
from 3,507 · score 2.94
33.richzhang / colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
+13 stars
from 3,452 · score 2.64
34.azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
+13 stars
from 2,229 · score 2.64
35.QingyongHu / RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
+13 stars
from 1,554 · score 2.64
36.xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
+11 stars
from 1,838 · score 2.48
37.junyanz / iGAN
Interactive Image Generation via Generative Adversarial Networks
+10 stars
from 4,003 · score 2.40
38.catalyst-team / catalyst
Accelerated deep learning R&D
+10 stars
from 3,378 · score 2.40
39.IBM / MAX-Image-Resolution-Enhancer
Upscale an image by a factor of 4, while generating photo-realistic details.
+9 stars
from 1,039 · score 2.30
40.astorfi / lip-reading-deeplearning
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
+6 stars
from 1,899 · score 1.95
41.sohmandal / classpose
A foundation model-driven whole slide image-scale cell phenotyping method with QuPath integration Resources
+6 stars
from 33 · score 1.95
42.PytorchConnectomics / pytorch_connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
+5 stars
from 197 · score 1.79
43.astorfi / TensorFlow-World
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
+4 stars
from 4,483 · score 1.61
44.ika-rwth-aachen / Cam2BEV
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
+3 stars
from 790 · score 1.39
45.wenbowen123 / iros20-6d-pose-tracking
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
+3 stars
from 422 · score 1.39
46.stb-tester / stb-tester
Automated Testing for Set-Top Boxes and Smart TVs
+3 stars
from 192 · score 1.39
47.xiaoyufenfei / LEDNet
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
+2 stars
from 522 · score 1.10
48.vita-epfl / monoloco
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
+2 stars
from 460 · score 1.10
49.alankbi / detecto
Build fully-functioning computer vision models with PyTorch
+1 stars
from 622 · score 0.69
50.ocampor / image-quality
Image quality is an open source software library for Image Quality Assessment (IQA).
+1 stars
from 434 · score 0.69
51.yukimasano / PASS
The PASS dataset: pretrained models and how to get the data
+1 stars
from 269 · score 0.69
52.wkentaro / morefusionArchived
MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion, CVPR 2020
+1 stars
from 237 · score 0.69
53.tensorlayer / DAGAN
The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"
+1 stars
from 180 · score 0.69