Update README.md

README.md

@@ -1,3 +1,41 @@
 ---
 license: apache-2.0
+tags:
+  - Super-Resolution
+  - computer-vision
+  - bsrgan
+  - gan
 ---
+
+### Model Description
+[BSRGAN: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution .](https://arxiv.org/abs/2103.14006)
+
+[BSRGAN-Pip: Packaged version of the BSRGAN repository](https://github.com/kadirnar/bsrgan-pip/)
+
+[Paper Repo: Implementation of paper - BSRGAN](https://github.com/cszn/BSRGAN)
+
+### Installation
+```
+pip install bsrgan
+```
+
+### BSRGAN Usage
+```python
+from bsrgan import BSRGAN
+
+model = BSRGAN(weights='kadirnar/BSRGANx2', device='cuda:0', hf_model=True)
+model.save = True
+
+pred = model.predict(img_path='data/image/test.png')
+```
+
+### BibTeX Entry and Citation Info
+ ```
+@inproceedings{zhang2021designing,
+    title={Designing a Practical Degradation Model for Deep Blind Image Super-Resolution},
+    author={Zhang, Kai and Liang, Jingyun and Van Gool, Luc and Timofte, Radu},
+    booktitle={IEEE International Conference on Computer Vision},
+    pages={4791--4800},
+    year={2021}
+}
+```