Robotics
GitHub

Albumentations on GitHub in Robotics

Used in 211 public GitHub repositories

Robot perception, manipulation, grasping, navigation, and embodied systems.

Robotic arm automating a laboratory process
Photo: Youn Seung Jin on Pexels

Public examples

Top public GitHub repositories

Showing the top 100

  1. 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

    27,884 stars5,154 forks
  2. 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

    22,024 stars3,304 forks
  3. 🐍 Geometric Computer Vision Library for Spatial AI

    11,391 stars1,205 forks
  4. Unified framework for robot learning with multi-physics/renderer support

    8,266 stars3,932 forks
  5. RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI

    5,419 stars608 forks
  6. DORA (Dataflow-Oriented Robotic Architecture) is middleware designed to streamline and simplify the creation of AI-based robotic applications. It offers low latency, composable, and distributed dataflow capabilities. Applications are modeled as directed graphs, also referred to as pipelines.

    3,991 stars448 forks
  7. 仅需Python基础,从0构建自己的具身智能机器人;从0逐步构建VLA/OpenVLA/SmolVLA/Pi0, 深入理解具身智能

    3,902 stars283 forks
  8. StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing

    3,750 stars494 forks
  9. Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

    3,484 stars427 forks
  10. Dexbotic: Open-Source Vision-Language-Action Toolbox

    2,976 stars280 forks
  11. An Open-World Foundation Model for General-Purpose Embodied Intelligence.

    2,176 stars184 forks
  12. AI for GNU Image Manipulation Program

    1,556 stars137 forks
  13. Paint by Example: Exemplar-based Image Editing with Diffusion Models

    1,252 stars112 forks
  14. Official Codebase for "DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos" (ICML 2026)

    1,106 stars82 forks
  15. An Open-Source World Model for Action-Conditioned Embodied Intelligence.

    926 stars2 forks
  16. LSD (LiDAR SLAM & Detection) is an open source perception architecture for autonomous vehicle/robotic

    773 stars158 forks
  17. Text-to-3D Generation within 5 Minutes

    737 stars55 forks
  18. An all-in-one VLA engineering platform for embodied AI — from data to real-robot deployment.

    720 stars73 forks
  19. 🦀 Low-level 3D Computer Vision library in Rust

    718 stars203 forks
  20. 本项目旨在为致力于进入VLA(Vision-Language-Action)领域的算法工程师提供一份全中文、实战导向的学习/面试手册。 不同于通用的 CV/NLP 面试指南,本项目聚焦于 Robotics 特有的挑战

    671 stars30 forks
  21. [CVPR 2026] Official implementation of "Robo-Dopamine: General Process Reward Modeling for High-Precision Robotic Manipulation"

    668 stars70 forks
  22. Implementation of Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

    665 stars14 forks
  23. Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

    638 stars212 forks
  24. Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

    631 stars37 forks
  25. This repo is the official implementation of "τ0-VLA: a Hierarchical Robot Foundation Model with World-Model-Guided Test-Time Computation".

    628 stars22 forks
  26. DreamGen: Nvidia GEAR Lab's initiative to solve the robotics data problem using world models

    616 stars63 forks
  27. Isaac Lab - Arena is a robotics simulation framework that enhances NVIDIA Isaac Lab by providing a composable, scalable system for creating diverse simulation environments and evaluating robot learning policies. The framework enables developers to rapidly prototype and test robotic tasks with various robot embodiments, objects, and environments.

    592 stars74 forks
  28. 🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)

    543 stars133 forks
  29. learning-Journey-AI 是一个2025年最新整理推出AI学习资料归纳,包含了基础理论知识,书籍,文章和论文以方便学习,还提供了各种实战项目和工具以方便练习。

    525 stars81 forks
  30. [TPAMI 2024 & CVPR 2023] PyTorch code for DGM4: Detecting and Grounding Multi-Modal Media Manipulation and beyond

    520 stars44 forks
  31. This is the official code repo for DiT4DiT, a Vision-Action-Model (VAM) framework that combines video generation model with flow-matching-based action prediction for generalizable robotic manipulation.

    461 stars36 forks
  32. InternVLA-M1: A Spatially Guided Vision-Language-Action Framework for Generalist Robot Policy

    432 stars27 forks
  33. 💄 Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

    420 stars63 forks
  34. [CVPR 2024] Official implementation of FreeDrag: Feature Dragging for Reliable Point-based Image Editing

    420 stars20 forks
  35. Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

    417 stars32 forks
  36. [IROS 26 ScaleInfra Workshop Best Tool Paper] Involving over 40 Advanced Manipulation Policies

    387 stars98 forks
  37. HEX is a whole-body vision-language-action framework for full-sized humanoid robots.

    335 stars18 forks
  38. code for Image Manipulation Detection by Multi-View Multi-Scale Supervision

    334 stars53 forks
  39. [NeurIPS'24 Spotlight] A comprehensive benchmark & codebase for Image manipulation detection/localization.

    319 stars54 forks
  40. Official repository of paper “IML-ViT: Benchmarking Image manipulation localization by Vision Transformer”

    310 stars38 forks
  41. A personal research and development (R&D) lab that facilitates the sharing of knowledge.

    299 stars51 forks
  42. AutoNode: A Neuro-Graphic Self-Learnable Engine for Cognitive GUI Automation

    299 stars34 forks
  43. [ECCV 2024] ManiGaussian: Dynamic Gaussian Splatting for Multi-task Robotic Manipulation

    283 stars21 forks
  44. Video Face Manipulation Detection Through Ensemble of CNNs

    279 stars102 forks
  45. The Comprehensive Toolkit for Embodied AI Models

    251 stars46 forks
  46. [CVPR 2025] The offical Implementation of "Universal Actions for Enhanced Embodied Foundation Models"

    245 stars12 forks
  47. [ECCV 2026] Towards Generalizable Robotic Manipulation in Dynamic Environments

    234 stars13 forks
  48. [CVPR 2024] Official code for "Text-Driven Image Editing via Learnable Regions"

    226 stars24 forks
  49. A unified inference runtime for VLA models.

    213 stars36 forks
  50. 机械臂定位抓取

    210 stars23 forks
  51. Robotics Knowledge Base. The Wiki for Robot Builders.

    190 stars174 forks
  52. DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020)

    190 stars40 forks
  53. Stable Diffusion-based image manipulation method with a sketch and reference image

    183 stars10 forks
  54. [ICRA 2026] Re3Sim: Generating High-Fidelity Simulation Data via 3D-Photorealistic Real-to-Sim for Robotic Manipulation

    179 stars10 forks
  55. An All-in-one robot manipulation learning suite for policy models training and evaluation on various datasets and benchmarks.

    175 stars10 forks
  56. Official implementation for BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation

    167 stars13 forks
  57. High-Performance Serving Runtime for Robotics Models

    157 stars6 forks
  58. Industry leading face manipulation platform

    155 stars24 forks
  59. A curated collection of sample applications intended for reference in developing optimized AI solutions and testing hardware performance across various industry use cases.

    137 stars169 forks
  60. [NeurIPS 2026] Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models

    135 stars7 forks
  61. Official Repository for DenseMatcher Learning 3D Semantic Correspondence for Category-Level Manipulation from One Demo

    124 stars8 forks
  62. [CVPR 2026] Official code of "EmbodiedSplat: Online Feed-Forward Semantic 3DGS for Open-Vocabulary 3D Scene Understanding"

    124 stars3 forks
  63. [CoRL2024] ThinkGrasp: A Vision-Language System for Strategic Part Grasping in Clutter. https://arxiv.org/abs/2407.11298

    121 stars10 forks
  64. Daily updated resources on AI across various domains including ML, development, education, healthcare, real estate, robotics, crypto, web3 and more, curated by enthusiasts.

    119 stars23 forks
  65. Official Implementation of "WNM-3D: A World Navigation Model with 3D Scene Conditioning for Closed-Loop VLN"

    116 stars0 forks
  66. [CVPR2024] Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods

    113 stars4 forks
  67. Official repository for the AAAI2025 paper (Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer)

    111 stars8 forks
  68. 111 stars1 forks
  69. (国服)部落冲突自动化脚本

    107 stars13 forks
  70. [ICLR’26] Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control

    107 stars1 forks
  71. [CVPR2024 Oral] Learning to Produce Semi-dense Correspondences for Visual Localization

    104 stars5 forks
  72. A unified VLA post-training framework for human-in-the-loop data collection, fine-tuning, and reinforcement learning.

    103 stars20 forks
  73. Code and trained models for our paper: K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024.

    103 stars11 forks
  74. Modular DRL framework for autonomous robot navigation in ROS2. Plug-and-play RL backends (Stable-Baselines3, DreamerV3), composable reward functions, observation spaces & neural architectures - built for research and deployment.

    103 stars8 forks
  75. Repository associated with paper titled "CLP: Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think"

    98 stars1 forks
  76. [NeurIPS 2023] Official Code for CycleNet: Rethinking Cycle Consistent in Text‑Guided Diffusion for Image Manipulation

    96 stars9 forks
  77. [CVPR 25] G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation

    96 stars6 forks
  78. [CVPR 26 Findings] Revisiting Image Manipulation Localization under Realistic Manipulation Scenarios

    95 stars19 forks
  79. A world-model-enhanced VLA for steerable dexterous manipulation, along with optimized training infra.

    94 stars5 forks
  80. SurfEmb (CVPR 2022)

    92 stars19 forks
  81. [IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine

    92 stars8 forks
  82. [CoRL 2025] UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations

    92 stars3 forks
  83. Code for "ACG: Action Coherence Guidance for Flow-based Vision-Language-Action Models" (ICRA 2026)

    88 stars9 forks
  84. Semantic Segmentation of Images and Point Clouds for Traversability Estimation

    87 stars13 forks
  85. [arxiv 2025] TwinAligner: Visual-Dynamic Alignment Empowers Physics-aware Real2Sim2Real for Robotic Manipulation

    86 stars2 forks
  86. Python-native stack for real-life ML robotics

    84 stars12 forks
  87. [NeurIPS 2023] SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots

    84 stars7 forks
  88. [NeurIPS 2023] Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator

    79 stars9 forks
  89. SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation

    77 stars6 forks
  90. Representation Learning and Representation Fusion for computer vision, semantic scene understanding, and robotics.

    74 stars10 forks
  91. Version of the carmen robot framework developed by LCAD for IARA - Intelligent Autonomous Robotic Autonomobile.

    70 stars32 forks
  92. SPOT: SE(3) Pose Trajectory Diffusion for Object-Centric Manipulation

    65 stars8 forks
  93. A Bimanual Manipulation Benchmark across Dexterous Hands with Simulated Visuo-Tactile Support

    65 stars7 forks
  94. code for CoRL2025 "LaDiWM: A Latent Diffusion-based World Model for Predictive Manipulation"

    62 stars7 forks
  95. An autonomy stack for the Unitree G1 humanoid, built on ROS 2.

    62 stars6 forks
  96. Official implementation of Chronos: A Physics-Informed Full-History Framework for Non-Markovian Long-Horizon Manipulation.

    58 stars3 forks
  97. [ICRA'25] DoorBot: Closed-Loop Task Planning and Manipulation for Door Opening in the Wild with Haptic Feedback

    57 stars6 forks
  98. This is a lightweight GAN developed for real-time deblurring. The model has a super tiny size and a rapid inference time. The motivation is to boost marker detection in robotic applications, however, you may use it for other applications definitely.

    56 stars11 forks
  99. Scaling up Robot Learning in Simulation with Generative Models

    56 stars1 forks
  100. Official Implementation for “CordViP: Correspondence-based Visuomotor Policy for Dexterous Manipulation in Real-World” (RSS 2025).

    55 stars1 forks