From 7b66e9ba558f339be2ae25bdd61795ee0203ba69 Mon Sep 17 00:00:00 2001
From: The TensorFlow Datasets Authors <no-reply@google.com>
Date: Thu, 9 May 2024 12:45:12 -0700
Subject: [PATCH] Automated documentation update.

PiperOrigin-RevId: 632239290
---
 docs/catalog/emnist.md       | 91 +++++++++++++++++++++++++++++++-----
 docs/catalog/plant_leaves.md | 16 ++++---
 2 files changed, 88 insertions(+), 19 deletions(-)

diff --git a/docs/catalog/emnist.md b/docs/catalog/emnist.md
index 52b1ae742f5..7b354e54bdf 100644
--- a/docs/catalog/emnist.md
+++ b/docs/catalog/emnist.md
@@ -52,18 +52,7 @@ horizontally and rotated 90 anti-clockwise. You can use `tf.transpose` within
         <span class="material-icons" title="Available only in the tfds-nightly package">nights_stay</span>:
         Updated broken download URL
 
-*   **Download size**: `Unknown size`
-
-*   **Dataset size**: `Unknown size`
-
-*   **Auto-cached**
-    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
-    Unknown
-
-*   **Splits**:
-
-Split | Examples
-:---- | -------:
+*   **Download size**: `535.73 MiB`
 
 *   **Supervised keys** (See
     [`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):
@@ -94,6 +83,19 @@ Split | Examples
 
 *   **Config description**: EMNIST ByClass
 
+*   **Dataset size**: `349.16 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    No
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 116,323
+`'train'` | 697,932
+
 *   **Feature structure**:
 
 ```python
@@ -115,6 +117,19 @@ label   | ClassLabel   |             | int64 |
 
 *   **Config description**: EMNIST ByMerge
 
+*   **Dataset size**: `349.16 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    No
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 116,323
+`'train'` | 697,932
+
 *   **Feature structure**:
 
 ```python
@@ -136,6 +151,19 @@ label   | ClassLabel   |             | int64 |
 
 *   **Config description**: EMNIST Balanced
 
+*   **Dataset size**: `56.63 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    Yes
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 18,800
+`'train'` | 112,800
+
 *   **Feature structure**:
 
 ```python
@@ -157,6 +185,19 @@ label   | ClassLabel   |             | int64 |
 
 *   **Config description**: EMNIST Letters
 
+*   **Dataset size**: `44.14 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    Yes
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 14,800
+`'train'` | 88,800
+
 *   **Feature structure**:
 
 ```python
@@ -178,6 +219,19 @@ label   | ClassLabel   |             | int64 |
 
 *   **Config description**: EMNIST Digits
 
+*   **Dataset size**: `120.32 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    Yes
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 40,000
+`'train'` | 240,000
+
 *   **Feature structure**:
 
 ```python
@@ -199,6 +253,19 @@ label   | ClassLabel   |             | int64 |
 
 *   **Config description**: EMNIST MNIST
 
+*   **Dataset size**: `30.09 MiB`
+
+*   **Auto-cached**
+    ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
+    Yes
+
+*   **Splits**:
+
+Split     | Examples
+:-------- | -------:
+`'test'`  | 10,000
+`'train'` | 60,000
+
 *   **Feature structure**:
 
 ```python
diff --git a/docs/catalog/plant_leaves.md b/docs/catalog/plant_leaves.md
index 4a8dd29e2ad..50f9e7b0531 100644
--- a/docs/catalog/plant_leaves.md
+++ b/docs/catalog/plant_leaves.md
@@ -3,7 +3,7 @@
     <meta itemprop="name" content="TensorFlow Datasets" />
   </div>
   <meta itemprop="name" content="plant_leaves" />
-  <meta itemprop="description" content="This dataset consists of 4502 images of healthy and unhealthy plant leaves&#10;divided into 22 categories by species and state of health. The images are in&#10;high resolution JPG format.&#10;&#10;There are no files with label prefix 0000, therefore label encoding is shifted&#10;by one (e.g. file with label prefix 0001 gets encoded label 0).&#10;&#10;Note: Each image is a separate download. Some might rarely fail, therefore make&#10;sure to restart if that happens. An exception will be raised in case one of the&#10;downloads repeatedly fails.&#10;&#10;Dataset URL: https://data.mendeley.com/datasets/hb74ynkjcn/1 License:&#10;http://creativecommons.org/licenses/by/4.0&#10;&#10;To use this dataset:&#10;&#10;```python&#10;import tensorflow_datasets as tfds&#10;&#10;ds = tfds.load(&#x27;plant_leaves&#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="description" content="This dataset consists of 4502 images of healthy and unhealthy plant leaves&#10;divided into 22 categories by species and state of health. The images are in&#10;high resolution JPG format.&#10;&#10;There are no files with label prefix 0000, therefore label encoding is shifted&#10;by one (e.g. file with label prefix 0001 gets encoded label 0).&#10;&#10;Note: Each image is a separate download. Some might rarely fail, therefore make&#10;sure to restart if that happens. An exception will be raised in case one of the&#10;downloads repeatedly fails.&#10;&#10;Dataset URL: https://data.mendeley.com/datasets/hb74ynkjcn/1 License:&#10;http://creativecommons.org/licenses/by/4.0&#10;&#10;To use this dataset:&#10;&#10;```python&#10;import tensorflow_datasets as tfds&#10;&#10;ds = tfds.load(&#x27;plant_leaves&#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/plant_leaves-0.1.1.png&quot; alt=&quot;Visualization&quot; width=&quot;500px&quot;&gt;&#10;&#10;" />
   <meta itemprop="url" content="https://www.tensorflow.org/datasets/catalog/plant_leaves" />
   <meta itemprop="sameAs" content="https://data.mendeley.com/datasets/hb74ynkjcn/1" />
   <meta itemprop="citation" content="@misc{,&#10;  author={Siddharth Singh Chouhan, Ajay Kaul, Uday Pratap Singh, Sanjeev&#10;Jain},&#10;  title={A Database of Leaf Images: Practice towards Plant Conservation with&#10;Plant Pathology},&#10;  howpublished={Mendeley Data},&#10;  year={2019}&#10;}" />
@@ -52,18 +52,19 @@ http://creativecommons.org/licenses/by/4.0
         <span class="material-icons" title="Available only in the tfds-nightly package">nights_stay</span>:
         Fix checksum error.
 
-*   **Download size**: `Unknown size`
+*   **Download size**: `6.56 GiB`
 
-*   **Dataset size**: `Unknown size`
+*   **Dataset size**: `6.81 GiB`
 
 *   **Auto-cached**
     ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):
-    Unknown
+    No
 
 *   **Splits**:
 
-Split | Examples
-:---- | -------:
+Split     | Examples
+:-------- | -------:
+`'train'` | 4,502
 
 *   **Feature structure**:
 
@@ -90,7 +91,8 @@ label          | ClassLabel   |                 | int64  |
 
 *   **Figure**
     ([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):
-    Not supported.
+
+<img src="https://storage.googleapis.com/tfds-data/visualization/fig/plant_leaves-0.1.1.png" alt="Visualization" width="500px">
 
 *   **Examples**
     ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):