--- license: apache-2.0 task_categories: - robotics tags: - LeRobot - DROID - robotics - skill-filtered - pressing configs: - config_name: default data_files: data/*/*.parquet --- # DROID Skill Subset: pressing This is a skill-filtered subset of the local DROID 1.0.1 LeRobot-format dataset. It was generated with `droid_filter.py` from `/scratch/jellyho/prsl_skills`. ## Repository - Hugging Face repo: `jellyho/droid_subsets_pressing` - Source dataset path used locally: `/scratch/jellyho/droid_1.0.1` - Output subset path used locally: `/scratch/jellyho/droid_subsets/pressing` ## Filtering ```json { "skills": [ "pressing" ], "skill_keywords": { "pressing": [ "press", "button", "tap", "push button" ] }, "queries": [], "exclude": [], "regex": false, "match_all": false, "min_length": null, "max_length": null, "max_episodes": 300, "sample_mode": "balanced", "seed": 0 } ``` ## Dataset Statistics - Episodes: `300` - Frames: `60330` - Unique tasks: `300` - Sampling mode: `balanced` - Max episodes: `300` - Seed: `0` - Mean episode length: `201.1` - Min/max episode length: `77` / `1174` - Episode success rate: `1.0` ## Preserved Action Fields Filtering only selects episodes/rows. It does **not** drop action-space columns. The following action columns are preserved from the original DROID parquet files: ```text action.gripper_position action.gripper_velocity action.cartesian_position action.cartesian_velocity action.joint_position action.joint_velocity action.original action ``` `action` is the compact 8D policy action used by LeRobot-style loaders. The additional `action.*` columns remain available in the parquet files for inspection or custom loaders. ## Top Tasks | task_text | episodes | | --- | --- | | Press the insert button on the keyboard | 1 | | Press the switch on the stove | 1 | | Press the nozzle of the soap bottle | 1 | | Press a white key in the middle of the piano | 1 | | Lay the white object along the black object and press down on it | 1 | | Open the tap faucet | 1 | | Press on the microwave | 1 | | Press an orange top button on the microwave controlling panel of the stove | 1 | | Use the clear jug to fetch some water from the tap and the put the jug back on the countertop | 1 | | Press the black switch on the kettle | 1 | ## Files This repository keeps the LeRobot-style layout: ```text meta/info.json meta/tasks.parquet meta/episodes/chunk-000/file-000.parquet data/chunk-000/file-*.parquet episodes.csv episodes.jsonl summary.json stats.json task_counts.csv length_histogram.csv source_episode_files.csv ``` The subset keeps compact `episode_index`, `task_index`, and `index` values for loader compatibility. `episodes.csv` keeps `original_episode_index` for tracing rows back to the original DROID dataset when available. ## Notes Video files are not included unless explicitly materialized with video symlinks or copies. These subsets are intended for lightweight skill-conditioned fine-tuning experiments.