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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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+ ---
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+
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+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
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+
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+ <a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=Aneeshers/mug_tree_session1">
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+ <img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
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+ <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
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+ </a>
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+
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+
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+ ## Dataset Description
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+
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+
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** [More Information Needed]
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+ - **License:** apache-2.0
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v3.0",
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+ "fps": 15,
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+ "features": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "cart_pos_x",
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+ "cart_pos_y",
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+ "cart_pos_z",
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+ "cart_rot_x",
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+ "cart_rot_y",
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+ "cart_rot_z",
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+ "gripper_position"
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+ ]
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+ },
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+ "action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "vel_x",
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+ "vel_y",
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+ "vel_z",
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+ "vel_roll",
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+ "vel_pitch",
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+ "vel_yaw",
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+ "gripper_action"
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+ ]
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+ },
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+ "steps_to_go": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "steps_to_go"
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+ ]
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+ },
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+ "source": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "source_id"
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+ ]
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+ },
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+ "intervention": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "intervention_flag"
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+ ]
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+ },
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+ "success": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "success_flag"
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+ ]
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+ },
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+ "is_valid": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "is_valid_flag"
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+ ]
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+ },
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+ "reward": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "reward"
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+ ]
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+ },
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+ "done": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "done_flag"
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+ ]
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+ },
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+ "manifest_idx": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "manifest_idx"
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+ ]
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+ },
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+ "cup_x": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "cup_x"
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+ ]
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+ },
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+ "cup_y": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "cup_y"
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+ ]
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+ },
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+ "cup_yaw": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "cup_yaw"
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+ ]
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+ },
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+ "tree_x": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "tree_x"
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+ ]
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+ },
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+ "tree_y": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "tree_y"
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+ ]
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+ },
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+ "action.cartesian_velocity": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "x",
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+ "y",
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+ "z",
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+ "roll",
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+ "pitch",
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+ "yaw"
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+ ]
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+ },
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+ "action.cartesian_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "x",
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+ "y",
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+ "z",
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+ "roll",
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+ "pitch",
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+ "yaw"
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+ ]
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+ },
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+ "action.joint_velocity": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "joint_0",
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+ "joint_1",
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+ "joint_2",
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+ "joint_3",
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+ "joint_4",
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+ "joint_5",
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+ "joint_6"
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+ ]
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+ },
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+ "action.joint_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "joint_0",
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+ "joint_1",
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+ "joint_2",
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+ "joint_3",
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+ "joint_4",
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+ "joint_5",
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+ "joint_6"
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+ ]
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+ },
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+ "action.gripper_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "gripper"
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+ ]
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+ },
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+ "action.gripper_velocity": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "gripper"
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+ ]
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+ },
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+ "observation.state.cartesian_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "x",
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+ "y",
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+ "z",
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+ "roll",
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+ "pitch",
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+ "yaw"
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+ ]
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+ },
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+ "observation.state.joint_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "joint_0",
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+ "joint_1",
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+ "joint_2",
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+ "joint_3",
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+ "joint_4",
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+ "joint_5",
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+ "joint_6"
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+ ]
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+ },
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+ "observation.state.joint_velocity": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ],
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+ "names": [
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+ "joint_0",
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+ "joint_1",
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+ "joint_2",
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+ "joint_3",
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+ "joint_4",
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+ "joint_5",
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+ "joint_6"
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+ ]
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+ },
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+ "observation.state.cartesian_velocity": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "x",
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+ "y",
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+ "z",
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+ "roll",
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+ "pitch",
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+ "yaw"
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+ ]
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+ },
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+ "observation.state.gripper_position": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ "gripper"
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+ ]
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+ },
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+ "observation.images.wrist_left": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 15,
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+ "video.channels": 3,
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+ "has_audio": false,
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+ "video.g": 2,
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+ "video.crf": 30,
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+ "video.preset": 12,
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+ "video.fast_decode": 0,
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+ "video.video_backend": "pyav",
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+ "video.extra_options": {}
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+ }
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+ },
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+ "observation.images.wrist_right": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 15,
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+ "video.channels": 3,
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+ "has_audio": false,
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+ "video.g": 2,
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+ "video.crf": 30,
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+ "video.preset": 12,
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+ "video.fast_decode": 0,
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+ "video.video_backend": "pyav",
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+ "video.extra_options": {}
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+ }
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+ },
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+ "observation.images.side_1": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 15,
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+ "video.channels": 3,
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+ "has_audio": false,
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+ "video.g": 2,
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+ "video.crf": 30,
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+ "video.preset": 12,
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+ "video.fast_decode": 0,
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+ "video.video_backend": "pyav",
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+ "video.extra_options": {}
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+ }
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+ },
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+ "observation.images.side_right": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 15,
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+ "video.channels": 3,
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+ "has_audio": false,
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+ "video.g": 2,
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+ "video.crf": 30,
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+ "video.preset": 12,
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+ "video.fast_decode": 0,
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+ "video.video_backend": "pyav",
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+ "video.extra_options": {}
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+ }
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ }
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+ },
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+ "total_episodes": 20,
480
+ "total_frames": 7254,
481
+ "total_tasks": 1,
482
+ "chunks_size": 1000,
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+ "data_files_size_in_mb": 100,
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+ "video_files_size_in_mb": 200,
485
+ "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
486
+ "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
487
+ "robot_type": "franka",
488
+ "splits": {
489
+ "train": "0:20"
490
+ }
491
+ }
492
+ ```
493
+
494
+
495
+ ## Citation
496
+
497
+ **BibTeX:**
498
+
499
+ ```bibtex
500
+ [More Information Needed]
501
+ ```