Automated documentation update.

PiperOrigin-RevId: 348211590

docs/catalog/_toc.yaml

@@ -511,6 +511,8 @@ toc:
 - section:
   - path: /datasets/catalog/bair_robot_pushing_small
     title: bair_robot_pushing_small
+  - path: /datasets/catalog/davis
+    title: davis
   - path: /datasets/catalog/moving_mnist
     title: moving_mnist
   - path: /datasets/catalog/robonet

docs/catalog/davis.md

@@ -0,0 +1,102 @@
+<div itemscope itemtype="http://schema.org/Dataset">
+  <div itemscope itemprop="includedInDataCatalog" itemtype="http://schema.org/DataCatalog">
+    <meta itemprop="name" content="TensorFlow Datasets" />
+  </div>
+  <meta itemprop="name" content="davis" />
+  <meta itemprop="description" content="The DAVIS 2017 video object segmentation dataset.&#10;&#10;To use this dataset:&#10;&#10;```python&#10;import tensorflow_datasets as tfds&#10;&#10;ds = tfds.load(&#x27;davis&#x27;, split=&#x27;train&#x27;)&#10;for ex in ds.take(4):&#10;  print(ex)&#10;```&#10;&#10;See [the guide](https://www.tensorflow.org/datasets/overview) for more&#10;informations on [tensorflow_datasets](https://www.tensorflow.org/datasets).&#10;&#10;" />
+  <meta itemprop="url" content="https://www.tensorflow.org/datasets/catalog/davis" />
+  <meta itemprop="sameAs" content="https://davischallenge.org/" />
+  <meta itemprop="citation" content="@article{DBLP:journals/corr/Pont-TusetPCASG17,&#10;  author    = {Jordi Pont{-}Tuset and&#10;               Federico Perazzi and&#10;               Sergi Caelles and&#10;               Pablo Arbelaez and&#10;               Alexander Sorkine{-}Hornung and&#10;               Luc Van Gool},&#10;  title     = {The 2017 {DAVIS} Challenge on Video Object Segmentation},&#10;  journal   = {CoRR},&#10;  volume    = {abs/1704.00675},&#10;  year      = {2017},&#10;  url       = {http://arxiv.org/abs/1704.00675},&#10;  archivePrefix = {arXiv},&#10;  eprint    = {1704.00675},&#10;  timestamp = {Mon, 13 Aug 2018 16:48:55 +0200},&#10;  biburl    = {https://dblp.org/rec/journals/corr/Pont-TusetPCASG17.bib},&#10;  bibsource = {dblp computer science bibliography, https://dblp.org}&#10;}" />
+</div>
+
+# `davis`
+
+*   **Description**:
+
+The DAVIS 2017 video object segmentation dataset.
+
+*   **Homepage**: [https://davischallenge.org/](https://davischallenge.org/)
+
+*   **Source code**:
+    [`tfds.video.davis.Davis`](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/video/davis/davis.py)
+
+*   **Versions**:
+
+    *   **`1.0.0`** (default): Initial release.
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    No
+
+*   **Splits**:
+
+Split          | Examples
+:------------- | -------:
+`'train'`      | 60
+`'validation'` | 30
+
+*   **Features**:
+
+```python
+FeaturesDict({
+    'metadata': FeaturesDict({
+        'num_frames': tf.int64,
+        'video_name': tf.string,
+    }),
+    'video': Sequence({
+        'frames': Image(shape=(None, None, 3), dtype=tf.uint8),
+        'segmentations': Image(shape=(None, None, 1), dtype=tf.uint8),
+    }),
+})
+```
+
+*   **Supervised keys** (See
+    [`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):
+    `None`
+
+*   **Citation**:
+
+```
+@article{DBLP:journals/corr/Pont-TusetPCASG17,
+  author    = {Jordi Pont{-}Tuset and
+               Federico Perazzi and
+               Sergi Caelles and
+               Pablo Arbelaez and
+               Alexander Sorkine{-}Hornung and
+               Luc Van Gool},
+  title     = {The 2017 {DAVIS} Challenge on Video Object Segmentation},
+  journal   = {CoRR},
+  volume    = {abs/1704.00675},
+  year      = {2017},
+  url       = {http://arxiv.org/abs/1704.00675},
+  archivePrefix = {arXiv},
+  eprint    = {1704.00675},
+  timestamp = {Mon, 13 Aug 2018 16:48:55 +0200},
+  biburl    = {https://dblp.org/rec/journals/corr/Pont-TusetPCASG17.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+*   **Figure**
+    ([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):
+    Not supported.
+
+*   **Examples**
+    ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):
+    Missing.
+
+## davis/480p (default config)
+
+*   **Config description**: The 480p version of the dataset
+
+*   **Download size**: `794.19 MiB`
+
+*   **Dataset size**: `795.49 MiB`
+
+## davis/full_resolution
+
+*   **Config description**: The full resolution version of the dataset.
+
+*   **Download size**: `2.75 GiB`
+
+*   **Dataset size**: `2.79 GiB`

docs/catalog/overview.md

@@ -305,6 +305,7 @@ for ex in tfds.load('cifar10', split='train'):
 ### `Video`
 
 *   [`bair_robot_pushing_small`](bair_robot_pushing_small.md)
+*   [`davis`](davis.md)
 *   [`moving_mnist`](moving_mnist.md)
 *   [`robonet`](robonet.md)
 *   [`starcraft_video`](starcraft_video.md)