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- ---
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- license: apache-2.0
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- ---
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- # DexterCap: An Affordable and Automated System for Capturing Dexterous Hand-Object Manipulation
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-
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- ## Data Visualization
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- For a quick overview and inspection of the dataset, please visit the [DexterHand-rerun](https://huggingface.co/datasets/pku-mocca/DexterHand-rerun) page. Download the desired `.rrd` file and follow the instructions in its README to visualize the Rerun sessions.
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-
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- ## Data Description
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-
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- The dataset is stored in multiple `.npz` files, each of which is a mocap session.
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- Each `.npz` file contains the following keys and structure:
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- ### Metadata (`data['metadata']`)
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- - **description_string**: A string describing the dataset.
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- - **mocap_session_name** (`str`): Name of the motion capture session, e.g. `"Cuboid_00"`.
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- - **index_init_frame** (`list[int]`): List of frame indices where new action sequences start, used to segment the data into separate action sequences. For example, `[0, 10]` means the first sequence starts at frame 0, and a new sequence starts at frame 10.
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- - **invalid_point_value** (`list[float]`): If the object is not visible in a frame, its translation will be set to `invalid_point_value` , e.g. `[-1000, -1000, -1000]`.
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- - **object_class** (`str`): The class/type of the object, e.g. `"Cuboid"`.
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- - **object_size** (`list[float]`): The size of the object. For a cuboid, this is `[length, width, height]`, e.g. `[0.15, 0.04, 0.04]`.
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- - **fps** (`int`): The frames per second of the data, e.g. `60`.
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-
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- ### Hand Data (`data['hand_translations']` and similar keys)
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- - **hand_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the hand for each frame.
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- - **hand_orientations_axis_angle** (`np.ndarray`, shape `(N, 3)`): The 3D axis-angle rotation of the hand for each frame.
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- - **hand_poses** (`np.ndarray`, shape `(N, 45)`): The pose parameters of the hand for each frame, 15 joints with axis-angle representation.
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- - **hand_shapes** (`np.ndarray`, shape `(N, 10)`): The shape parameters of the hand for each frame.
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-
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- ### Object Data (`data['object_translations']` and similar keys)
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- - **object_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the object for each frame.
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- If the object is not present in a frame, the value will be `invalid_point_value`.
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- - **object_orientations_quat_xyzw** (`np.ndarray`, shape `(N, 4)`): The orientation of the object in quaternion format `[x, y, z, w]` for each frame.
 
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+ ---
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+ license: apache-2.0
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+ ---
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+
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+ # DexterCap: An Affordable and Automated System for Capturing Dexterous Hand-Object Manipulation
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+
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+ ## Data Visualization
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+
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+ For a quick overview and inspection of the dataset, please visit the [DexterHand Interactive Visualization](https://www.lyt0112.com/projects/DexterCap) page.
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+
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+ ## Data Description
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+
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+ The dataset is stored in multiple `.npz` files, each of which is a mocap session.
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+
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+ Each `.npz` file contains the following keys and structure:
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+
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+ ### Metadata (`data['metadata']`)
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+
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+ - **description_string**: A string describing the dataset.
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+ - **mocap_session_name** (`str`): Name of the motion capture session, e.g. `"Cuboid_00"`.
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+ - **index_init_frame** (`list[int]`): List of frame indices where new action sequences start, used to segment the data into separate action sequences. For example, `[0, 10]` means the first sequence starts at frame 0, and a new sequence starts at frame 10.
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+ - **invalid_point_value** (`list[float]`): If the object is not visible in a frame, its translation will be set to `invalid_point_value` , e.g. `[-1000, -1000, -1000]`.
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+ - **object_class** (`str`): The class/type of the object, e.g. `"Cuboid"`.
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+ - **object_size** (`list[float]`): The size of the object. For a cuboid, this is `[length, width, height]`, e.g. `[0.15, 0.04, 0.04]`.
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+ - **fps** (`int`): The frames per second of the data, e.g. `60`.
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+
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+ ### Hand Data (`data['hand_translations']` and similar keys)
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+
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+ - **hand_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the hand for each frame.
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+ - **hand_orientations_axis_angle** (`np.ndarray`, shape `(N, 3)`): The 3D axis-angle rotation of the hand for each frame.
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+ - **hand_poses** (`np.ndarray`, shape `(N, 45)`): The pose parameters of the hand for each frame, 15 joints with axis-angle representation.
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+ - **hand_shapes** (`np.ndarray`, shape `(N, 10)`): The shape parameters of the hand for each frame.
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+
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+ ### Object Data (`data['object_translations']` and similar keys)
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+
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+ - **object_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the object for each frame.
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+ If the object is not present in a frame, the value will be `invalid_point_value`.
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+ - **object_orientations_quat_xyzw** (`np.ndarray`, shape `(N, 4)`): The orientation of the object in quaternion format `[x, y, z, w]` for each frame.