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| license: apache-2.0 | |
| task_categories: | |
| - robotics | |
| tags: | |
| - libero | |
| - lerobot | |
| - embodied-ai | |
| - manipulation | |
| pretty_name: RoboCerebra (HDF5 Format) | |
| size_categories: | |
| - 1G<n<500G | |
| # π¦ RoboCerebra HDF5 Dataset | |
| [](https://opensource.org/licenses/Apache-2.0) | |
| [](https://github.com/qiuboxiang/RoboCerebra) | |
| This repository contains the structured **HDF5 dataset** for the **RoboCerebra** project, optimized for high-performance robot learning training. | |
| **β Status: Data Upload Complete.** All large-scale data files are now available for full download and experimental use. | |
| ## π Data Source | |
| The dataset is derived from the [**RoboCerebra-Bench**](https://github.com/qiuboxiang/RoboCerebra) raw collection. | |
| * **Content**: Humanoid robotic manipulation demonstrations across various complex environments and tasks. | |
| * **Structure**: Raw trajectory data has been processed and unified into a standard HDF5 format, enabling fast random access and efficient data loading during training. | |
| ## π οΈ Data Conversion Script | |
| The HDF5 files in this repository were converted from the official raw dataset [**qiukingballball/RoboCerebraBench**](https://huggingface.co/datasets/qiukingballball/RoboCerebraBench) using the processing scripts provided in the official **RoboCerebra** repository. | |
| If you need to regenerate the HDF5 files or process custom data subsets, please follow the instructions from the official source: | |
| 1. **Clone the official conversion tool**: | |
| Visit [github.com/qiuboxiang/RoboCerebra](https://github.com/qiuboxiang/RoboCerebra) to get the latest scripts. | |
| 2. **Navigate to the builder directory**: | |
| ```bash | |
| cd rlds_dataset_builder/ | |
| ``` | |
| 3. **Run the conversion script**: | |
| Ensure the `--robocerebra_raw_data_dir` points to your local copy of the `RoboCerebraBench` raw data. | |
| ```bash | |
| python regenerate_robocerebra_dataset.py \ | |
| --robocerebra_raw_data_dir "/path/to/RoboCerebraBench/Ideal" \ | |
| --robocerebra_target_dir "./converted_hdf5/robocerebra_ideal" | |
| ``` | |
| ### Argument Descriptions | |
| * `--robocerebra_raw_data_dir`: Root directory containing the raw demonstration data from `qiukingballball/RoboCerebraBench`. | |
| * `--robocerebra_target_dir`: Target path for the output HDF5 files. | |