Update README.md

README.md

@@ -35,7 +35,7 @@ The model is trained to denoise noisy images, and can generate images by iterati
 | max signal rate | 0.95 |
 | embedding dimensions | 32 |
 | embedding max frequency | 1000.0 |
-| widths | 32, 64, 96, 128 |
+| block widths | 32, 64, 96, 128 |
 | block depth | 2 |
 | batch size | 64 |
 | exponential moving average | 0.999 |
@@ -46,8 +46,8 @@ The model is trained to denoise noisy images, and can generate images by iterati
  ## Model Plot
 
 <details>
-<summary>View Model Plot</summary>
+<summary>View Network Architecture</summary>
 
-![Model Image](./model.png)
+![network architecture residual unet](./model.png)
 
 </details>