Update README.md

README.md

@@ -1,3 +1,23 @@
----
-license: bsd-3-clause
----
+---
+license: bsd-3-clause
+tags:
+- onnx
+- super-resolution
+- ezonnx
+---
+### Real-ESRGAN-ONNX
+ONNX models for inference with [EZONNX](https://github.com/ikeboo/ezonnx)
+
+- Model type:  
+  Image super resolution
+    
+- Official implementation repository:  
+  [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)
+
+- Usage
+  ```python
+  from ezonnx import RealESRGAN, visualize_images
+  model = RealESRGAN()  # automatically load from Hugging Face
+  ret = model("image.jpg")
+  visualize_images(["Super-Resolved Image"],[ret.processed_img[...,::-1])
+  ```