Update README.md
Browse files
README.md
CHANGED
|
@@ -1,38 +1,38 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
---
|
| 4 |
-
|
| 5 |
-
# DexterCap: An Affordable and Automated System for Capturing Dexterous Hand-Object Manipulation
|
| 6 |
-
|
| 7 |
-
## Data Visualization
|
| 8 |
-
|
| 9 |
-
For a quick overview and inspection of the dataset, please visit the [DexterHand
|
| 10 |
-
|
| 11 |
-
## Data Description
|
| 12 |
-
|
| 13 |
-
The dataset is stored in multiple `.npz` files, each of which is a mocap session.
|
| 14 |
-
|
| 15 |
-
Each `.npz` file contains the following keys and structure:
|
| 16 |
-
|
| 17 |
-
### Metadata (`data['metadata']`)
|
| 18 |
-
|
| 19 |
-
- **description_string**: A string describing the dataset.
|
| 20 |
-
- **mocap_session_name** (`str`): Name of the motion capture session, e.g. `"Cuboid_00"`.
|
| 21 |
-
- **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.
|
| 22 |
-
- **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]`.
|
| 23 |
-
- **object_class** (`str`): The class/type of the object, e.g. `"Cuboid"`.
|
| 24 |
-
- **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]`.
|
| 25 |
-
- **fps** (`int`): The frames per second of the data, e.g. `60`.
|
| 26 |
-
|
| 27 |
-
### Hand Data (`data['hand_translations']` and similar keys)
|
| 28 |
-
|
| 29 |
-
- **hand_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the hand for each frame.
|
| 30 |
-
- **hand_orientations_axis_angle** (`np.ndarray`, shape `(N, 3)`): The 3D axis-angle rotation of the hand for each frame.
|
| 31 |
-
- **hand_poses** (`np.ndarray`, shape `(N, 45)`): The pose parameters of the hand for each frame, 15 joints with axis-angle representation.
|
| 32 |
-
- **hand_shapes** (`np.ndarray`, shape `(N, 10)`): The shape parameters of the hand for each frame.
|
| 33 |
-
|
| 34 |
-
### Object Data (`data['object_translations']` and similar keys)
|
| 35 |
-
|
| 36 |
-
- **object_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the object for each frame.
|
| 37 |
-
If the object is not present in a frame, the value will be `invalid_point_value`.
|
| 38 |
-
- **object_orientations_quat_xyzw** (`np.ndarray`, shape `(N, 4)`): The orientation of the object in quaternion format `[x, y, z, w]` for each frame.
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
---
|
| 4 |
+
|
| 5 |
+
# DexterCap: An Affordable and Automated System for Capturing Dexterous Hand-Object Manipulation
|
| 6 |
+
|
| 7 |
+
## Data Visualization
|
| 8 |
+
|
| 9 |
+
For a quick overview and inspection of the dataset, please visit the [DexterHand Interactive Visualization](https://www.lyt0112.com/projects/DexterCap) page.
|
| 10 |
+
|
| 11 |
+
## Data Description
|
| 12 |
+
|
| 13 |
+
The dataset is stored in multiple `.npz` files, each of which is a mocap session.
|
| 14 |
+
|
| 15 |
+
Each `.npz` file contains the following keys and structure:
|
| 16 |
+
|
| 17 |
+
### Metadata (`data['metadata']`)
|
| 18 |
+
|
| 19 |
+
- **description_string**: A string describing the dataset.
|
| 20 |
+
- **mocap_session_name** (`str`): Name of the motion capture session, e.g. `"Cuboid_00"`.
|
| 21 |
+
- **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.
|
| 22 |
+
- **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]`.
|
| 23 |
+
- **object_class** (`str`): The class/type of the object, e.g. `"Cuboid"`.
|
| 24 |
+
- **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]`.
|
| 25 |
+
- **fps** (`int`): The frames per second of the data, e.g. `60`.
|
| 26 |
+
|
| 27 |
+
### Hand Data (`data['hand_translations']` and similar keys)
|
| 28 |
+
|
| 29 |
+
- **hand_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the hand for each frame.
|
| 30 |
+
- **hand_orientations_axis_angle** (`np.ndarray`, shape `(N, 3)`): The 3D axis-angle rotation of the hand for each frame.
|
| 31 |
+
- **hand_poses** (`np.ndarray`, shape `(N, 45)`): The pose parameters of the hand for each frame, 15 joints with axis-angle representation.
|
| 32 |
+
- **hand_shapes** (`np.ndarray`, shape `(N, 10)`): The shape parameters of the hand for each frame.
|
| 33 |
+
|
| 34 |
+
### Object Data (`data['object_translations']` and similar keys)
|
| 35 |
+
|
| 36 |
+
- **object_translations** (`np.ndarray`, shape `(N, 3)`): The 3D translation of the object for each frame.
|
| 37 |
+
If the object is not present in a frame, the value will be `invalid_point_value`.
|
| 38 |
+
- **object_orientations_quat_xyzw** (`np.ndarray`, shape `(N, 4)`): The orientation of the object in quaternion format `[x, y, z, w]` for each frame.
|