Update README.md

README.md

@@ -16,30 +16,26 @@ inference: true
 should probably proofread and complete it, then remove this comment. -->
 
 
-# LoRA text2image fine-tuning - BogdanTurbal/synt_data_v_4
+# BRAIN with Alzheimer's MRI generation (LoRA text2image fine-tuning)
 
 
 
 These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. 
 Original dataset: https://www.kaggle.com/datasets/tourist55/alzheimers-dataset-4-class-of-images.
 
-With this model you can generate MRI of the brain of 4 classes:
+With this model, you can generate an MRI of the brain of 4 classes:
 1) NonDemented
 2) VeryMildDemented
 3) MildDemented
 4) ModerateDemeneted
 
-For generation use following corresponding prompts (or any other modification)
+For generation use the following corresponding prompts (or any other modification)
 
 1) MRI of NonDemented brain
 2) MRI of VeryMildDemented brain
 3) MRI of MildDemented brain
 4) MRI of ModerateDemeneted brain
 
-
-
-You can find some example images in the following. 
-
 ![img_0](./image_0.png)
 ![img_1](./image_1.png)
 ![img_2](./image_2.png)