Update README.md

README.md

@@ -1,4 +1,15 @@
+---
+license: cc-by-nc-sa-4.0
+task_categories:
+- image-classification
+size_categories:
+- 10B<n<100B
+---
 
+> MovieNet-PS is a dataset for person search in movie data.
+
+Check our [GitHub repo](https://github.com/ZhengPeng7/GLCNet) for details.  
+Thanks to [MovieNet](https://movienet.github.io/), which is the source of raw data.  
 
 ## Terms of Use
 
@@ -11,24 +22,25 @@ By downloading the dataset, you agree to the following terms:
 
 ## Introduction
 
-'./Image':              Images collected from MovieNet dataset.
+'./Image':              Images collected from the MovieNet dataset.
 
 './annotation/Images.mat':  1 * 736,835 struct (736,835 images)
                  Each line describes the pedestrian information of an image,
-                 including the image name (imname), the number and locations
+                 including the image name (imname), the number, and the location
                  of pedestrians appearing (nAppear and box) in this image.
 './annotation/pool.mat':     test images.
 
 './annotation/test/train_test/Train.mat':             5532 query persons for training.
-'./annotation/test/train_test/TestG2000-TestG10000.mat': 2900 query persons with gallery size varies from 2000 to 10000 for testing.
+'./annotation/test/train_test/TestG2000-TestG10000.mat': 2900 query persons with gallery size varying from 2000 to 10000 for testing.
 
 *Note: The location of each person is stored as (xmin, ymin, width, height),
 i.e. crop_im = I ( idlocate(2):idlocate(2)+idlocate(4), idlocate(1):idlocate(1)+idlocate(3) );
 
 
 
-## Cite
+## Citation
 
+```
 @article{zheng2021glcnet,
   title={Global-local context network for person search},
   author={Zheng, Peng and Qin, Jie and Yan, Yichao and Liao, Shengcai and Ni, Bingbing and Cheng, Xiaogang and Shao, Ling},
@@ -36,3 +48,4 @@ i.e. crop_im = I ( idlocate(2):idlocate(2)+idlocate(4), idlocate(1):idlocate(1)+
   volume={8},
   year={2021}
 }
+```