Fix doc format of some datasets (open-mmlab#896)

* fix 300W dataset doc * fix cofw doc * fix typos
ajgrafton · Sep 1, 2021 · e29ba48 · e29ba48
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diff --git a/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md b/configs/face/2d_kpt_sview_rgb_img/topdown_heatmap/cofw/hrnetv2_cofw.md
@@ -33,6 +33,4 @@
 
 </details>
 
-</details>
-
 Checkpoints will be revealed after mmpose reaches 1k star :D
diff --git a/docs/tasks/2d_animal_keypoint.md b/docs/tasks/2d_animal_keypoint.md
@@ -272,7 +272,7 @@ mmpose
 ├── tools
 ├── configs
 `── data
-    │── fly
+    │── locust
         │-- annotations
         │   │-- locust_train.json
         │   |-- locust_test.json

diff --git a/docs/tasks/2d_face_keypoint.md b/docs/tasks/2d_face_keypoint.md
@@ -14,6 +14,9 @@ MMPose supported datasets:
 
 <!-- [DATASET] -->
 
+<details>
+<summary align="right"><a href="https://www.sciencedirect.com/science/article/pii/S0262885616000147">300W (IMAVIS'2016)</a></summary>
+
 ```bibtex
 @article{sagonas2016300,
   title={300 faces in-the-wild challenge: Database and results},
@@ -26,6 +29,8 @@ MMPose supported datasets:
 }
 ```
 
+</details>
+
 For 300W data, please download images from [300W Dataset](https://ibug.doc.ic.ac.uk/resources/300-W/).
 Please download the annotation files from [300w_annotations](https://download.openmmlab.com/mmpose/datasets/300w_annotations.tar).
 Extract them under {MMPose}/data, and make them look like this:
@@ -194,6 +199,9 @@ mmpose
 
 <!-- [DATASET] -->
 
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_iccv_2013/html/Burgos-Artizzu_Robust_Face_Landmark_2013_ICCV_paper.html">COFW (ICCV'2013)</a></summary>
+
 ```bibtex
 @inproceedings{burgos2013robust,
   title={Robust face landmark estimation under occlusion},
@@ -204,6 +212,8 @@ mmpose
 }
 ```
 
+</details>
+
 For COFW data, please download from [COFW Dataset (Color Images)](http://www.vision.caltech.edu/xpburgos/ICCV13/Data/COFW_color.zip).
 Move `COFW_train_color.mat` and `COFW_test_color.mat` to `data/cofw/` and make them look like:
 

diff --git a/docs/tasks/2d_hand_keypoint.md b/docs/tasks/2d_hand_keypoint.md
@@ -93,7 +93,7 @@ mmpose
 ├── tools
 ├── configs
 `── data
-    │── onehand10k
+    │── freihand
         |── annotations
         |   |── freihand_train.json
         |   |── freihand_val.json