Update README.md

README.md

@@ -106,4 +106,31 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+license: mit
+task_categories:
+- feature-extraction
+- image-classification
+- image-feature-extraction
+size_categories:
+- 100K<n<1M
 ---
+
+# CelebA-128x128
+
+CelebA with attrs at 128x128 resolution. 
+
+## Dataset Information
+
+The attributes are binary attributes. The dataset is already split into train/test/validation sets.
+
+## Citation
+
+```bibtex
+@inproceedings{liu2015faceattributes,
+  title = {Deep Learning Face Attributes in the Wild},
+  author = {Liu, Ziwei and Luo, Ping and Wang, Xiaogang and Tang, Xiaoou},
+  booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
+  month = {December},
+  year = {2015} 
+}
+```