- **Description**:
Dataset to evaluate the ability to reason and adhere to physical safety
constraints imposed by embodiment limitations. Rationale for the answer needs to
be provided.
- **Homepage** :
- **Source code** :
[`tfds.robotics.asimov.AsimovV2ConstraintsWithRationale`](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/robotics/asimov/asimov_v2.py)
- **Versions**:
- **`0.1.0`** (default): Initial release.
- **Download size** : `Unknown size`
- **Dataset size** : `6.78 MiB`
- **Auto-cached**
([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
Yes
- **Splits**:
| Split | Examples |
|---|---|
| `'val'` | 164 |
- **Feature structure**:
FeaturesDict({
'image': Image(shape=(None, None, 3), dtype=uint8),
'non_violating_objects_bounding_boxes': Text(shape=(), dtype=string),
'prompt': Text(shape=(), dtype=string),
'violating_objects_bounding_boxes': Text(shape=(), dtype=string),
})
- **Feature documentation**:
| Feature | Class | Shape | Dtype | Description |
|---|---|---|---|---|
| | FeaturesDict | | | |
| image | Image | (None, None, 3) | uint8 | |
| non_violating_objects_bounding_boxes | Text | | string | |
| prompt | Text | | string | |
| violating_objects_bounding_boxes | Text | | string | |
- **Supervised keys** (See
[`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):
`None`
- **Figure**
([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):
- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):
- **Citation**: