Update README.md

README.md

@@ -73,13 +73,24 @@ configs:
 
 # WikiART Face
 
+WikiART Face is a collection of faces from paintings extracted from [WikiART](https://www.wikiart.org/). 
+
+<p align="center">
+<img src="assets/wikiart_face_image.png" width="650"><br>
+</p>
+
+WikiART face is inspired by [CelebA](https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html), one of the largest human-face image sets, and
+we follow the same process pipeline to generate the face image from the original portrait.
+
 <p align="center">
 <img src="assets/face_image_pipeline.png" width="700"><br>
-<em>Figure 1: Pipeline to produce single WikiART Face image.</em>
 </p>
 
-WikiART Face is a collection of faces from paintings extracted from [WikiART](https://www.wikiart.org/). Inspired by [CelebA](https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html),
-one of the largest human-face image sets, all the portraits from WikiART is processed as described in the Figure 1. Below table shows the image size per each art movement.
+The dataset contains following meta attributes from WikiART entry:
+- 'image', 'id', 'title', 'url', 'artistUrl', 'artistName', 'artistId', 'completitionYear', 'dictionaries', 'location', 'period', 'serie', 'genres', 'styles', 'media', 'sizeX', 'sizeY', 'diameter', 'galleries', 'tags', 'description', 'width', 'height', 'group'
+
+
+***Statistics per Art Movement***
 
 
 |  Art Movement          |   WikiART Face |