adds captions to fig to main README (#0)

README.md

@@ -15,6 +15,11 @@ The results of this work illustrate the potential of GAN-based methods to synthe
 Code, data and other resources to reproduce this work are available at \url{https://github.com/budai4medtech/midl2023}.
 
 ![fig](short-paper/figures/main-results/outputs/drawing-v00.png)
+Results from Diffusion-Super-resolution-GAN (DSR-GAN) and transformer-based-GAN (TB-GAN):
+	(a) Training losses for Generator and Discriminator networks,
+	(b) FID scores, and
+	(c) 256x256 pixel size trans-cerebellum images of two randomised batches (B1, B2) of real and synthesised (DSR-GAN and TB-GAN).
+
 
 ## Clone repository
 After generating your SSH keys as suggested [here](https://docs.github.com/en/github/authenticating-to-github/generating-a-new-ssh-key-and-adding-it-to-the-ssh-agent) (or [here](https://github.com/mxochicale/tools/blob/main/github/SSH.md) with few extra notes).