cleanup

brimoor · brimoor · commit 93b7e7785a5a · 2025-10-17T08:03:51.000-04:00
diff --git a/docs/source/conf.py b/docs/source/conf.py
@@ -99,7 +99,11 @@
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
 # This pattern also affects html_static_path and html_extra_path.
-exclude_patterns = ["_includes"]
+exclude_patterns = [
+    "_includes",
+    "model_zoo/models/model_cards.rst",
+    "dataset_zoo/datasets/dataset_cards.rst",
+]
 
 # A string of reStructuredText that will be included at the beginning of every
 # source file that is read
diff --git a/docs/source/dataset_zoo/api.rst b/docs/source/dataset_zoo/api.rst
@@ -19,17 +19,6 @@ You can interact with the Dataset Zoo either via the Python library or the CLI:
     provides convenient utilities for working with datasets in the FiftyOne
     Dataset Zoo.
 
-.. note::
-
-    Some datasets are loaded via the
-    `TorchVision Datasets <https://pytorch.org/vision/stable/datasets.html>`_
-    or `TensorFlow Datasets <https://www.tensorflow.org/datasets>`_ packages
-    under the hood.
-
-    If you do not have a :ref:`suitable package <dataset-zoo-ml-backend>`
-    installed when attempting to download a zoo dataset, you'll see an error
-    message that will help you install one.
-
 .. _dataset-zoo-list:
 
 Listing zoo datasets
diff --git a/docs/source/dataset_zoo/datasets/activitynet_100.rst b/docs/source/dataset_zoo/datasets/activitynet_100.rst
@@ -3,6 +3,8 @@
 ActivityNet 100
 ---------------
 
+.. default-role:: code
+
 ActivityNet is a large-scale video dataset for human activity understanding
 supporting the tasks of global video classification, trimmed activity
 classification, and temporal activity detection.
diff --git a/docs/source/dataset_zoo/datasets/activitynet_200.rst b/docs/source/dataset_zoo/datasets/activitynet_200.rst
@@ -3,6 +3,8 @@
 ActivityNet 200
 ---------------
 
+.. default-role:: code
+
 ActivityNet is a large-scale video dataset for human activity understanding
 supporting the tasks of global video classification, trimmed activity
 classification, and temporal activity detection.
diff --git a/docs/source/dataset_zoo/datasets/bdd100k.rst b/docs/source/dataset_zoo/datasets/bdd100k.rst
@@ -3,6 +3,8 @@
 BDD100K
 -------
 
+.. default-role:: code
+
 The Berkeley Deep Drive (BDD) dataset is one of the largest and most diverse
 video datasets for autonomous vehicles.
 
diff --git a/docs/source/dataset_zoo/datasets/caltech101.rst b/docs/source/dataset_zoo/datasets/caltech101.rst
@@ -3,6 +3,8 @@
 Caltech-101
 -----------
 
+.. default-role:: code
+
 The Caltech-101 dataset of images.
 
 The dataset consists of pictures of objects belonging to 101 classes, plus
diff --git a/docs/source/dataset_zoo/datasets/caltech256.rst b/docs/source/dataset_zoo/datasets/caltech256.rst
@@ -3,6 +3,8 @@
 Caltech-256
 -----------
 
+.. default-role:: code
+
 The Caltech-256 dataset of images.
 
 The dataset consists of pictures of objects belonging to 256 classes, plus
diff --git a/docs/source/dataset_zoo/datasets/cifar10.rst b/docs/source/dataset_zoo/datasets/cifar10.rst
@@ -3,6 +3,8 @@
 CIFAR-10
 --------
 
+.. default-role:: code
+
 The CIFAR-10 dataset of images.
 
 The dataset consists of 60,000 32 x 32 color images in 10 classes, with 6,000
diff --git a/docs/source/dataset_zoo/datasets/cifar100.rst b/docs/source/dataset_zoo/datasets/cifar100.rst
@@ -3,6 +3,8 @@
 CIFAR-100
 ---------
 
+.. default-role:: code
+
 The CIFAR-100 dataset of images.
 
 The dataset consists of 60,000 32 x 32 color images in 100 classes, with
diff --git a/docs/source/dataset_zoo/datasets/cityscapes.rst b/docs/source/dataset_zoo/datasets/cityscapes.rst
@@ -3,6 +3,8 @@
 Cityscapes
 ----------
 
+.. default-role:: code
+
 Cityscapes is a large-scale dataset that contains a diverse set of
 stereo video sequences recorded in street scenes from 50 different cities,
 with high quality pixel-level annotations of 5,000 frames in addition to a
diff --git a/docs/source/dataset_zoo/datasets/coco_2014.rst b/docs/source/dataset_zoo/datasets/coco_2014.rst
@@ -3,6 +3,8 @@
 COCO-2014
 ---------
 
+.. default-role:: code
+
 COCO is a large-scale object detection, segmentation, and captioning
 dataset.
 
diff --git a/docs/source/dataset_zoo/datasets/coco_2017.rst b/docs/source/dataset_zoo/datasets/coco_2017.rst
@@ -3,6 +3,8 @@
 COCO-2017
 ---------
 
+.. default-role:: code
+
 COCO is a large-scale object detection, segmentation, and captioning
 dataset.
 
diff --git a/docs/source/dataset_zoo/datasets/fashion_mnist.rst b/docs/source/dataset_zoo/datasets/fashion_mnist.rst
@@ -3,6 +3,8 @@
 Fashion MNIST
 -------------
 
+.. default-role:: code
+
 The Fashion-MNIST database of Zalando's fashion article images.
 
 The dataset consists of 70,000 28 x 28 grayscale images in 10 classes.
diff --git a/docs/source/dataset_zoo/datasets/fiw.rst b/docs/source/dataset_zoo/datasets/fiw.rst
@@ -3,6 +3,8 @@
 Families in the Wild
 --------------------
 
+.. default-role:: code
+
 Families in the Wild is a public benchmark for recognizing families via facial
 images. The dataset contains over 26,642 images of 5,037 faces collected from
 978 families. A unique Family ID (FID) is assigned per family, ranging from
diff --git a/docs/source/dataset_zoo/datasets/hmdb51.rst b/docs/source/dataset_zoo/datasets/hmdb51.rst
@@ -3,6 +3,8 @@
 HMDB51
 ------
 
+.. default-role:: code
+
 HMDB51 is an action recognition dataset containing a total of 6,766
 clips distributed across 51 action classes.
 
diff --git a/docs/source/dataset_zoo/datasets/imagenet_2012.rst b/docs/source/dataset_zoo/datasets/imagenet_2012.rst
@@ -3,6 +3,8 @@
 ImageNet 2012
 -------------
 
+.. default-role:: code
+
 The ImageNet 2012 dataset.
 
 ImageNet, as known as ILSVRC 2012, is an image dataset organized according
diff --git a/docs/source/dataset_zoo/datasets/imagenet_sample.rst b/docs/source/dataset_zoo/datasets/imagenet_sample.rst
@@ -3,6 +3,8 @@
 ImageNet Sample
 ---------------
 
+.. default-role:: code
+
 A small sample of images from the ImageNet 2012 dataset.
 
 The dataset contains 1,000 images, one randomly chosen from each class of
diff --git a/docs/source/dataset_zoo/datasets/kinetics_400.rst b/docs/source/dataset_zoo/datasets/kinetics_400.rst
@@ -3,6 +3,8 @@
 Kinetics 400
 ------------
 
+.. default-role:: code
+
 Kinetics is a collection of large-scale, high-quality datasets of URL links of
 up to 650,000 video clips that cover 400/600/700 human action classes,
 depending on the dataset version. The videos include human-object interactions
diff --git a/docs/source/dataset_zoo/datasets/kinetics_600.rst b/docs/source/dataset_zoo/datasets/kinetics_600.rst
@@ -3,6 +3,8 @@
 Kinetics 600
 ------------
 
+.. default-role:: code
+
 Kinetics is a collection of large-scale, high-quality datasets of URL links of
 up to 650,000 video clips that cover 400/600/700 human action classes,
 depending on the dataset version. The videos include human-object interactions
diff --git a/docs/source/dataset_zoo/datasets/kinetics_700.rst b/docs/source/dataset_zoo/datasets/kinetics_700.rst
@@ -3,6 +3,8 @@
 Kinetics 700
 ------------
 
+.. default-role:: code
+
 Kinetics is a collection of large-scale, high-quality datasets of URL links of
 up to 650,000 video clips that cover 400/600/700 human action classes,
 depending on the dataset version. The videos include human-object interactions
diff --git a/docs/source/dataset_zoo/datasets/kinetics_700_2020.rst b/docs/source/dataset_zoo/datasets/kinetics_700_2020.rst
@@ -3,6 +3,8 @@
 Kinetics 700-2020
 -----------------
 
+.. default-role:: code
+
 Kinetics is a collection of large-scale, high-quality datasets of URL links of
 up to 650,000 video clips that cover 400/600/700 human action classes,
 depending on the dataset version. The videos include human-object interactions
diff --git a/docs/source/dataset_zoo/datasets/kitti.rst b/docs/source/dataset_zoo/datasets/kitti.rst
@@ -3,6 +3,8 @@
 KITTI
 -----
 
+.. default-role:: code
+
 KITTI contains a suite of vision tasks built using an autonomous
 driving platform.
 
diff --git a/docs/source/dataset_zoo/datasets/kitti_multiview.rst b/docs/source/dataset_zoo/datasets/kitti_multiview.rst
@@ -3,6 +3,8 @@
 KITTI Multiview
 ---------------
 
+.. default-role:: code
+
 KITTI contains a suite of vision tasks built using an autonomous
 driving platform.
 
diff --git a/docs/source/dataset_zoo/datasets/lfw.rst b/docs/source/dataset_zoo/datasets/lfw.rst
@@ -3,6 +3,8 @@
 Labeled Faces in the Wild
 -------------------------
 
+.. default-role:: code
+
 Labeled Faces in the Wild is a public benchmark for face verification,
 also known as pair matching.
 
diff --git a/docs/source/dataset_zoo/datasets/mnist.rst b/docs/source/dataset_zoo/datasets/mnist.rst
@@ -3,6 +3,8 @@
 MNIST
 -----
 
+.. default-role:: code
+
 The MNIST database of handwritten digits.
 
 The dataset consists of 70,000 28 x 28 grayscale images in 10 classes.
diff --git a/docs/source/dataset_zoo/datasets/open_images_v6.rst b/docs/source/dataset_zoo/datasets/open_images_v6.rst
@@ -3,6 +3,8 @@
 Open Images V6
 --------------
 
+.. default-role:: code
+
 Open Images V6 is a dataset of ~9 million images, roughly 2 million of which
 are annotated and available via this zoo dataset.
 
diff --git a/docs/source/dataset_zoo/datasets/open_images_v7.rst b/docs/source/dataset_zoo/datasets/open_images_v7.rst
@@ -3,6 +3,8 @@
 Open Images V7
 --------------
 
+.. default-role:: code
+
 Open Images V7 is a dataset of ~9 million images, roughly 2 million of which
 are annotated and available via this zoo dataset.
 
diff --git a/docs/source/dataset_zoo/datasets/places.rst b/docs/source/dataset_zoo/datasets/places.rst
@@ -3,6 +3,8 @@
 Places
 ------
 
+.. default-role:: code
+
 Places is a scene recognition dataset of 10 million images comprising ~400
 unique scene categories.
 
diff --git a/docs/source/dataset_zoo/datasets/quickstart.rst b/docs/source/dataset_zoo/datasets/quickstart.rst
@@ -3,6 +3,8 @@
 Quickstart
 ----------
 
+.. default-role:: code
+
 A small dataset with ground truth bounding boxes and predictions.
 
 The dataset consists of 200 images from the validation split of COCO-2017,
diff --git a/docs/source/dataset_zoo/datasets/quickstart_3d.rst b/docs/source/dataset_zoo/datasets/quickstart_3d.rst
@@ -3,6 +3,8 @@
 Quickstart 3D
 -------------
 
+.. default-role:: code
+
 A small 3D dataset with meshes, point clouds, and oriented bounding boxes.
 
 The dataset consists of 200 3D mesh samples from the test split of the
diff --git a/docs/source/dataset_zoo/datasets/quickstart_geo.rst b/docs/source/dataset_zoo/datasets/quickstart_geo.rst
@@ -3,6 +3,8 @@
 Quickstart Geo
 --------------
 
+.. default-role:: code
+
 A small dataset with geolocation data.
 
 The dataset consists of 500 images from the validation split of the BDD100K
diff --git a/docs/source/dataset_zoo/datasets/quickstart_groups.rst b/docs/source/dataset_zoo/datasets/quickstart_groups.rst
@@ -3,6 +3,8 @@
 Quickstart Groups
 -----------------
 
+.. default-role:: code
+
 A small dataset with grouped image and point cloud data.
 
 The dataset consists of 200 scenes from the train split of the KITTI dataset,
diff --git a/docs/source/dataset_zoo/datasets/quickstart_video.rst b/docs/source/dataset_zoo/datasets/quickstart_video.rst
@@ -3,6 +3,8 @@
 Quickstart Video
 ----------------
 
+.. default-role:: code
+
 A small video dataset with dense annotations.
 
 The dataset consists of 10 video segments with dense object detections
diff --git a/docs/source/dataset_zoo/datasets/sama_coco.rst b/docs/source/dataset_zoo/datasets/sama_coco.rst
@@ -3,6 +3,8 @@
 Sama-COCO
 ---------
 
+.. default-role:: code
+
 Sama-COCO is a relabeling of COCO-2017 and is a large-scale object detection
 and segmentation dataset. Masks in Sama-COCO are tighter and many crowd
 instances have been decomposed into their components.
diff --git a/docs/source/dataset_zoo/datasets/ucf101.rst b/docs/source/dataset_zoo/datasets/ucf101.rst
@@ -3,6 +3,8 @@
 UCF101
 ------
 
+.. default-role:: code
+
 UCF101 is an action recognition data set of realistic action videos,
 collected from YouTube, having 101 action categories. This data set is an
 extension of UCF50 data set which has 50 action categories.
diff --git a/docs/source/dataset_zoo/datasets/voc_2007.rst b/docs/source/dataset_zoo/datasets/voc_2007.rst
@@ -3,6 +3,8 @@
 VOC-2007
 --------
 
+.. default-role:: code
+
 The dataset for the PASCAL Visual Object Classes Challenge 2007
 (VOC2007) for the detection competition.
 
diff --git a/docs/source/dataset_zoo/datasets/voc_2012.rst b/docs/source/dataset_zoo/datasets/voc_2012.rst
@@ -3,6 +3,8 @@
 VOC-2012
 --------
 
+.. default-role:: code
+
 The dataset for the PASCAL Visual Object Classes Challenge 2012
 (VOC2012) for the detection competition.
 
diff --git a/docs/source/dataset_zoo/overview.rst b/docs/source/dataset_zoo/overview.rst
diff --git a/docs/source/model_zoo/api.rst b/docs/source/model_zoo/api.rst
diff --git a/docs/source/model_zoo/index.rst b/docs/source/model_zoo/index.rst
diff --git a/docs/source/model_zoo/overview.rst b/docs/source/model_zoo/overview.rst
