docs: rewrite the docstrings of dataloaders about dataset link

PR Closed: #1089

tensorbay/opendataset/AADB/loader.py

@@ -22,7 +22,7 @@
 
 
 def AADB(path: str) -> Dataset:
-    """Load the AADB to TensorBay.
+    """`AADB <https://www.ics.uci.edu/~skong2/aesthetics.html>`_ dataset.
 
     The file structure looks like:
 

tensorbay/opendataset/AnimalPose/loader.py

@@ -43,9 +43,7 @@
 
 
 def AnimalPose5(path: str) -> Dataset:
-    """Dataloader of the `5 Categories Animal-Pose`_ dataset.
-
-    .. _5 Categories Animal-Pose: https://sites.google.com/view/animal-pose/
+    """`5 Categories Animal-Pose <https://sites.google.com/view/animal-pose/>`_ dataset.
 
     The file structure should be like::
 
@@ -187,9 +185,7 @@ def _get_data_part2(root_path: str, aniamls: Iterable[str]) -> Iterator[Data]:
 
 
 def AnimalPose7(path: str) -> Dataset:
-    """Dataloader of `7 Categories Animal-Pose`_ dataset.
-
-    .. _7 Categories Animal-Pose: https://sites.google.com/view/animal-pose/
+    """`7 Categories Animal-Pose <https://sites.google.com/view/animal-pose/>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/AnimalsWithAttributes2/loader.py

@@ -15,9 +15,7 @@
 
 
 def AnimalsWithAttributes2(path: str) -> Dataset:
-    """Dataloader of the `Animals with attributes 2`_ dataset.
-
-    .. _Animals with attributes 2: https://cvml.ist.ac.at/AwA2/
+    """`Animals with attributes 2 <https://cvml.ist.ac.at/AwA2/>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/BDD100K/loader.py

@@ -48,9 +48,7 @@
 
 
 def BDD100K(path: str) -> Dataset:
-    """Dataloader of the `BDD100K`_ dataset.
-
-    .. _bdd100k: https://bdd-data.berkeley.edu
+    """`BDD100K <https://bdd-data.berkeley.edu>`_ dataset.
 
     The file structure should be like::
 
@@ -85,9 +83,7 @@ def BDD100K(path: str) -> Dataset:
 
 
 def BDD100K_10K(path: str) -> Dataset:
-    """Dataloader of the `BDD100K_10K`_ dataset.
-
-    .. _bdd100k_10k: https://bdd-data.berkeley.edu
+    """`BDD100K_10K <https://bdd-data.berkeley.edu>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/BDD100K_MOT2020/loader.py

@@ -34,9 +34,7 @@
 
 
 def BDD100K_MOTS2020(path: str) -> Dataset:
-    """Dataloader of the `BDD100K_MOTS2020`_ dataset.
-
-    .. _bdd100k_mots2020: https://bdd-data.berkeley.edu
+    """`BDD100K_MOTS2020 <https://bdd-data.berkeley.edu>`_ dataset.
 
     The file structure should be like::
 
@@ -91,9 +89,7 @@ def BDD100K_MOTS2020(path: str) -> Dataset:
 
 
 def BDD100K_MOT2020(path: str) -> Dataset:
-    """Dataloader of the `BDD100K_MOT2020`_ dataset.
-
-    .. _bdd100k_mot2020: https://bdd-data.berkeley.edu
+    """`BDD100K_MOT2020 <https://bdd-data.berkeley.edu>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/BSTLD/loader.py

@@ -21,9 +21,8 @@
 
 
 def BSTLD(path: str) -> Dataset:
-    """Dataloader of the `BSTLD`_ dataset.
-
-    .. _BSTLD: https://hci.iwr.uni-heidelberg.de/content/bosch-small-traffic-lights-dataset
+    """`BSTLD <https://hci.iwr.uni-heidelberg.de/content\
+    /bosch-small-traffic-lights-dataset>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/BioIDFace/loader.py

@@ -18,9 +18,7 @@
 
 
 def BioIDFace(path: str) -> Dataset:
-    """Dataloader of `The BioID Face`_ Dataset.
-
-    .. _The BioID Face: https://www.bioid.com/facedb/
+    """`BioID Face <https://www.bioid.com/facedb/>`_ dataset.
 
     The folder structure should be like::
 

tensorbay/opendataset/CACD/loader.py

@@ -61,9 +61,7 @@
 
 
 def CACD(path: str) -> Dataset:
-    """Dataloader of `Cross-Age Celebrity Dataset (CACD)`_ dataset.
-
-    .. _Cross-Age Celebrity Dataset (CACD): https://bcsiriuschen.github.io/CARC/
+    """`Cross-Age Celebrity Dataset (CACD) <https://bcsiriuschen.github.io/CARC/>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CADC/loader.py

@@ -22,9 +22,7 @@
 
 
 def CADC(path: str) -> FusionDataset:
-    """Dataloader of the `CADC`_ dataset.
-
-    .. _CADC: http://cadcd.uwaterloo.ca/index.html
+    """`CADC <http://cadcd.uwaterloo.ca/index.html>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CCPD/loader.py

@@ -125,9 +125,7 @@
 
 
 def CCPD(path: str) -> Dataset:
-    """Dataloader of CCPD open dataset.
-
-    .. _CCPD: https://github.com/detectRecog/CCPD
+    """`CCPD <https://github.com/detectRecog/CCPD>`_ dataset.
 
     The file structure should be like::
 
@@ -187,9 +185,7 @@ def CCPD(path: str) -> Dataset:
 
 
 def CCPDGreen(path: str) -> Dataset:
-    """Dataloader of CCPDGreen open dataset.
-
-    .. _CCPD: https://github.com/detectRecog/CCPD
+    """`CCPDGreen <https://github.com/detectRecog/CCPD>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CIHP/loader.py

@@ -14,9 +14,7 @@
 
 
 def CIHP(path: str) -> Dataset:
-    """Dataloader of the `CIHP`_ dataset.
-
-    .. _CIHP: https://github.com/Engineering-Course/CIHP_PGN
+    """`CIHP <https://github.com/Engineering-Course/CIHP_PGN>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/COCO2017/loader.py

@@ -34,9 +34,7 @@
 
 
 def COCO2017(path: str) -> Dataset:
-    """Dataloader of COCO2017 open dataset.
-
-    .. _COCO2017: https://cocodataset.org/#home
+    """`COCO2017 <https://cocodataset.org/#home>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/COVIDChestXRay/loader.py

@@ -25,9 +25,7 @@
 
 
 def COVIDChestXRay(path: str) -> Dataset:
-    """Dataloader of `COVID-chestxray`_ Dataset.
-
-    .. _COVID-chestxray: https://github.com/ieee8023/covid-chestxray-dataset
+    """`COVID-chestxray <https://github.com/ieee8023/covid-chestxray-dataset>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/COVID_CT/loader.py

@@ -22,9 +22,7 @@
 
 
 def COVID_CT(path: str) -> Dataset:
-    """Dataloader of the `COVID-CT`_ dataset.
-
-    .. _COVID-CT: https://github.com/UCSD-AI4H/COVID-CT
+    """`COVID-CT <https://github.com/UCSD-AI4H/COVID-CT>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CarConnection/loader.py

@@ -17,9 +17,8 @@
 
 
 def CarConnection(path: str) -> Dataset:
-    """Dataloader of `The Car Connection Picture`_ dataset.
-
-    .. _The Car Connection Picture: https://github.com/nicolas-gervais/predicting-car-price-from-scraped-data/tree/master/picture-scraper # noqa: E501
+    """`Car Connection Picture <https://github.com/nicolas-gervais\
+    /predicting-car-price-from-scraped-data/tree/master/picture-scraper>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CoinImage/loader.py

@@ -17,9 +17,7 @@
 
 
 def CoinImage(path: str) -> Dataset:
-    """Dataloader of the `Coin Image`_ dataset.
-
-    .. _Coin Image: https://cvl.tuwien.ac.at/research/cvl-databases/coin-image-dataset/
+    """`Coin Image <https://cvl.tuwien.ac.at/research/cvl-databases/coin-image-dataset/>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/CompCars/loader.py

@@ -16,9 +16,7 @@
 
 
 def CompCars(path: str) -> Dataset:
-    """Dataloader of the `CompCars`_ dataset.
-
-    .. _CompCars: http://mmlab.ie.cuhk.edu.hk/datasets/comp_cars/index.html
+    """`CompCars <http://mmlab.ie.cuhk.edu.hk/datasets/comp_cars/index.html>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/DAVIS2017/loader.py

@@ -18,9 +18,7 @@
 
 
 def DAVIS2017SemiSupervised(path: str) -> Dataset:
-    """Dataloader of `DAVIS2017SemiSupervised`_ open dataset.
-
-    .. _DAVIS2017SemiSupervised: https://davischallenge.org/davis2017/code.html
+    """`DAVIS2017SemiSupervised <https://davischallenge.org/davis2017/code.html>`_ dataset.
 
     The file structure should be like::
 
@@ -111,9 +109,7 @@ def DAVIS2017SemiSupervised(path: str) -> Dataset:
 
 
 def DAVIS2017Unsupervised(path: str) -> Dataset:
-    """Dataloader of `DAVIS2017Unsupervised`_ open dataset.
-
-    .. _DAVIS2017Unsupervised: https://davischallenge.org/davis2017/code.html
+    """`DAVIS2017Unsupervised <https://davischallenge.org/davis2017/code.html>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/DeepRoute/loader.py

@@ -18,9 +18,8 @@
 
 
 def DeepRoute(path: str) -> Dataset:
-    """Dataloader of the `DeepRoute Open Dataset`_.
-
-    .. _DeepRoute Open Dataset: https://www.graviti.cn/open-datasets/DeepRoute
+    """`DeepRoute <https://gas.graviti.cn/dataset/graviti-open-dataset\
+    /DeepRoute>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/DogsVsCats/loader.py

@@ -16,9 +16,7 @@
 
 
 def DogsVsCats(path: str) -> Dataset:
-    """Dataloader of the `Dogs vs Cats`_ dataset.
-
-    .. _Dogs vs Cats: https://www.kaggle.com/c/dogs-vs-cats
+    """`Dogs vs Cats <https://www.kaggle.com/c/dogs-vs-cats>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/DownsampledImagenet/loader.py

@@ -15,9 +15,8 @@
 
 
 def DownsampledImagenet(path: str) -> Dataset:
-    """Dataloader of the `Downsampled Imagenet`_ dataset.
-
-    .. _Downsampled Imagenet: http://image-net.org/small/download.php
+    """`Downsampled Imagenet <https://www.tensorflow.org/datasets\
+    /catalog/downsampled_imagenet>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/Elpv/loader.py

@@ -14,9 +14,7 @@
 
 
 def Elpv(path: str) -> Dataset:
-    """Dataloader of the `elpv`_ dataset.
-
-    .. _elpv: https://github.com/zae-bayern/elpv-dataset
+    """`elpv <https://github.com/zae-bayern/elpv-dataset>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/FLIC/loader.py

@@ -17,9 +17,7 @@
 
 
 def FLIC(path: str) -> Dataset:
-    """Dataloader of the `FLIC`_ dataset.
-
-    .. _FLIC: https://bensapp.github.io/flic-dataset.html
+    """`FLIC <https://bensapp.github.io/flic-dataset.html>`_ dataset.
 
     The folder structure should be like::
 

tensorbay/opendataset/FSDD/loader.py

@@ -24,9 +24,7 @@
 
 
 def FSDD(path: str) -> Dataset:
-    """Dataloader of the `Free Spoken Digit`_ dataset.
-
-    .. _Free Spoken Digit: https://github.com/Jakobovski/free-spoken-digit-dataset
+    """`Free Spoken Digit <https://github.com/Jakobovski/free-spoken-digit-dataset>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/Flower/loader.py

@@ -18,9 +18,7 @@
 
 
 def Flower17(path: str) -> Dataset:
-    """Dataloader of the `17 Category Flower`_ dataset.
-
-    .. _17 Category Flower: http://www.robots.ox.ac.uk/~vgg/data/flowers/17/index.html
+    """`17 Category Flower <http://www.robots.ox.ac.uk/~vgg/data/flowers/17/index.html>`_ dataset.
 
     The dataset are 3 separate splits.
     The results in the paper are averaged over the 3 splits.
@@ -71,9 +69,7 @@ def Flower17(path: str) -> Dataset:
 
 
 def Flower102(path: str) -> Dataset:
-    """Dataloader of the `102 Category Flower`_ dataset.
-
-    .. _102 Category Flower: http://www.robots.ox.ac.uk/~vgg/data/flowers/102/index.html
+    """`102 Category Flower <http://www.robots.ox.ac.uk/~vgg/data/flowers/102/index.html>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/HalpeFullBody/loader.py

@@ -24,9 +24,8 @@
 
 
 def HalpeFullBody(path: str) -> Dataset:
-    """Dataloader of the `Halpe Full-Body Human Keypoints and HOI-Det`_ dataset.
-
-    .. _Halpe Full-Body Human Keypoints and HOI-Det: https://github.com/Fang-Haoshu/Halpe-FullBody/ # noqa: E501
+    """`Halpe Full-Body Human Keypoints and HOI-Det <https://github.com\
+    /Fang-Haoshu/Halpe-FullBody/>`_ dataset.
 
     The folder structure should be like::
 

tensorbay/opendataset/HardHatWorkers/loader.py

@@ -21,9 +21,7 @@
 
 
 def HardHatWorkers(path: str) -> Dataset:
-    """Dataloader of the `Hard Hat Workers`_ dataset.
-
-    .. _Hard Hat Workers: https://makeml.app/datasets/hard-hat-workers
+    """`Hard Hat Workers <https://makeml.app/datasets/hard-hat-workers>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/HeadPoseImage/loader.py

@@ -18,9 +18,8 @@
 
 
 def HeadPoseImage(path: str) -> Dataset:
-    """Dataloader of the `Head Pose Image`_ dataset.
-
-    .. _Head Pose Image: http://www-prima.inrialpes.fr/perso/Gourier/Faces/HPDatabase.html
+    """`Head Pose Image <http://crowley-coutaz.fr\
+    /Head%20Pose%20Image%20Database.html>`_ dataset.
 
     The file structure should be like::
 

tensorbay/opendataset/ImageEmotion/loader.py

@@ -17,9 +17,7 @@
 
 
 def ImageEmotionAbstract(path: str) -> Dataset:
-    """Dataloader of the `Image Emotion-abstract`_ dataset.
-
-    .. _Image Emotion-abstract: https://www.imageemotion.org/
+    """`Image Emotion-abstract <https://www.imageemotion.org/>`_ dataset.
 
     The file structure should be like::
 
@@ -61,9 +59,7 @@ def ImageEmotionAbstract(path: str) -> Dataset:
 
 
 def ImageEmotionArtphoto(path: str) -> Dataset:
-    """Dataloader of the `Image Emotion-art Photo`_ dataset.
-
-    .. _Image Emotion-art Photo: https://www.imageemotion.org/
+    """`Image Emotion-art Photo <https://www.imageemotion.org/>`_ dataset.
 
     The file structure should be like::