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* add functions to copy images with validation and check the video frame number. * update README to clarify image file handling and maintain metadata structure * Update utils/dataset_merging/merge_lerobot_dataset.py [feat] accelerate the episode file finding with the ` episode_file_mapping`. * Refactor image and video handling in dataset merging tool with enhanced validation * [fix] If `images` directory exists, then use`early_validation` * fix: Import `encode_video_frames` for video encoding in early validation * fix: Add image copying option and update README for PNG support * fix: Remove unused cv2 import from dataset merging utility --------- Co-authored-by: Qizhi Chen <tavish9.chen@gmail.com> Co-authored-by: zhipeng tang <2444198418@qq.com>
Any4LeRobot: A tool collection for LeRobot
Important
Star and Contribute, let's make community of robotics better and better! 🔥
A curated collection of utilities for LeRobot Projects, including data conversion scripts, preprocessing tools, training workflow helpers and etc..
🚀 What's New 
- [2025.05.16] We have supported Data Conversion from LeRobot to RLDS! 🔥🔥🔥
- [2025.05.12] We have supported Data Conversion from RoboMIND to LeRobot! 🔥🔥🔥
- [2025.04.20] We add Dataset Version Converter for LeRobotv2.0 to LeRobotv2.1! 🔥🔥🔥
- [2025.04.15] We add Dataset Merging Tool for merging multi-source lerobot datasets! 🔥🔥🔥
- [2025.04.14] We have supported Data Conversion from AgiBotWorld to LeRobot! 🔥🔥🔥
- [2025.04.11] We change the repo from
openx2lerobottoany4lerobot, making a universal toolbox for LeRobot! 🔥🔥🔥 - [2025.02.19] We have supported Data Conversion from Open X-Embodiment to LeRobot! 🔥🔥🔥
✨ Features
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Data Conversion:
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Version Conversion:
- LeRobotv2.0 to LeRobotv2.1
- LeRobotv2.1 to LeRobotv2.0
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Other Utils:
📚 Awesome works supporting LeRobot
- SpatialVLA: a spatial-enhanced vision-language-action model that is trained on 1.1 Million real robot episodes
- lerobotdepot: a reoi for hardware, components, and 3D-printable projects compatible with the LeRobot library
- openpi: the official implemenation of
π_0: A Vision-Language-Action Flow Model for General Robot Control - Isaac-GR00T: NVIDIA Isaac GR00T N1 is the world's first open foundation model for generalized humanoid robot reasoning and skills
- unitree_IL_lerobot: a training framework enabling the training and testing of data collected using Unitree's G1 robot
- LeRobotTutorial-CN: a tutorial for LeRobot in Chinese
📂 Public Resources
- Available datasets in LeRobot format:
👷♂️ Contributing
We appreciate all contributions to improving Any4LeRobot. Please refer to the contributing guideline for the best practice.
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🤝 Acknowledgements
Special thanks to the LeRobot teams for making this great framework.
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