Update README.md

README.md

@@ -1,9 +1,11 @@
 ---
 license: apache-2.0
 library_name: keras
+language: en
 tags:
 - vision
 - maxim
+- image-to-image
 datasets:
 - reds
 ---
@@ -20,6 +22,13 @@ MAXIM introduces a shared MLP-based backbone for different image processing task
 
 ![](https://github.com/google-research/maxim/raw/main/maxim/images/overview.png)
 
+## Training procedure and results
+
+The authors didn't release the training code. For more details on how the model was trained, refer to the [original paper](https://arxiv.org/abs/2201.02973). 
+
+As per the [table](https://github.com/google-research/maxim#results-and-pre-trained-models), the model achieves a PSNR of 28.93 and an SSIM of 0.865. 
+
+
 ## Intended uses & limitations
 
 You can use the raw model for image deblurring tasks. 
@@ -28,7 +37,7 @@ The model is [officially released in JAX](https://github.com/google-research/max
 
 ### How to use
 
-Here is how to use this backbone encoder:
+Here is how to use this model:
 
 ```python
 from huggingface_hub import from_pretrained_keras