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The TensorFlow Datasets Authors
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Automated documentation update.
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docs/catalog/lvis.md

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<meta itemprop="name" content="TensorFlow Datasets" />
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</div>
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<meta itemprop="name" content="lvis" />
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<meta itemprop="description" content="LVIS: A dataset for large vocabulary instance segmentation.&#10;&#10;To use this dataset:&#10;&#10;```python&#10;import tensorflow_datasets as tfds&#10;&#10;ds = tfds.load(&#x27;lvis&#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;&lt;img src=&quot;https://storage.googleapis.com/tfds-data/visualization/fig/lvis-1.3.0.png&quot; alt=&quot;Visualization&quot; width=&quot;500px&quot;&gt;&#10;&#10;" />
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<meta itemprop="description" content="LVIS: A dataset for large vocabulary instance segmentation.&#10;&#10;To use this dataset:&#10;&#10;```python&#10;import tensorflow_datasets as tfds&#10;&#10;ds = tfds.load(&#x27;lvis&#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;&lt;img src=&quot;https://storage.googleapis.com/tfds-data/visualization/fig/lvis-1.4.0.png&quot; alt=&quot;Visualization&quot; width=&quot;500px&quot;&gt;&#10;&#10;" />
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<meta itemprop="url" content="https://www.tensorflow.org/datasets/catalog/lvis" />
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<meta itemprop="sameAs" content="https://www.lvisdataset.org/" />
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<meta itemprop="citation" content="@inproceedings{gupta2019lvis,&#10; title={{LVIS}: A Dataset for Large Vocabulary Instance Segmentation},&#10; author={Gupta, Agrim and Dollar, Piotr and Girshick, Ross},&#10; booktitle={Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition},&#10; year={2019}&#10;}" />
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# `lvis`
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Note: This dataset has been updated since the last stable release. The new
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versions and config marked with
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<span class="material-icons" title="Available only in the tfds-nightly package">nights_stay</span>
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are only available in the `tfds-nightly` package.
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* **Description**:
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LVIS: A dataset for large vocabulary instance segmentation.
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* `1.1.0`: Added fields `neg_category_ids` and
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`not_exhaustive_category_ids`.
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* `1.2.0`: Added class names.
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* **`1.3.0`** (default): Added minival split.
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* `1.3.0`: Added minival split.
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* **`1.4.0`** (default)
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<span class="material-icons" title="Available only in the tfds-nightly package">nights_stay</span>:
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Added segmentation masks to the minival split.
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* **Download size**: `25.35 GiB`
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* **Download size**: `25.38 GiB`
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* **Dataset size**: `23.04 GiB`
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* **Dataset size**: `23.06 GiB`
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* **Auto-cached**
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([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
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* **Figure**
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([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):
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<img src="https://storage.googleapis.com/tfds-data/visualization/fig/lvis-1.3.0.png" alt="Visualization" width="500px">
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<img src="https://storage.googleapis.com/tfds-data/visualization/fig/lvis-1.4.0.png" alt="Visualization" width="500px">
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* **Examples**
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([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):
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<button id="displaydataframe">Display examples...</button>
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<div id="dataframecontent" style="overflow-x:auto"></div>
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<script>
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const url = "https://storage.googleapis.com/tfds-data/visualization/dataframe/lvis-1.3.0.html";
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const url = "https://storage.googleapis.com/tfds-data/visualization/dataframe/lvis-1.4.0.html";
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const dataButton = document.getElementById('displaydataframe');
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dataButton.addEventListener('click', async () => {
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// Disable the button after clicking (dataframe loaded only once).

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