Update README.md

README.md

@@ -15,7 +15,7 @@ inference: true
 To apply the oil paint effect, begin the prompt with ((oil painting)). As a general rule, try using a dimension of 768x768 for any subject, 512x768 for portraits, and 1152x768 for landscapes.
 
 To further improve the resolution and reduce noise in generated images, especially when using the model for img2img, use [Paint Journey VAE](./paint_journey_v2.vae.pt) in combination with [Checkpoint](./paint_journey_v2.ckpt).
-As an example, a Automatic111's WebUI user can place both of these files in the `./stable-diffusion-webui/models/Stable-diffusion folder` to use them.
+As an example, a Automatic1111's WebUI user can place both of these files in the `./stable-diffusion-webui/models/Stable-diffusion folder` to use them.
 
 
 ## Portrait Examples
@@ -90,13 +90,13 @@ Negative prompt: low-res blurry ((fog)) watermark
 Steps: 20, Sampler: Euler, CFG scale: 7.5, Seed: 4009095562, Size: 1056x768, Model hash: 26fd2f6f, Batch size: 4, Batch pos: 0
 ```
 
-## WebUI Usage
+## Automatic1111's WebUI
 ```
 git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
 ```
 Download [paint_journey_v2.ckpt](./paint_journey_v2.ckpt) to the `./stable-diffusion-webui/models/Stable-diffusion` folder. Run `webui-user.bat`.
 
-## Diffusers Usage
+## Diffusers
 ```bash
 pip install --upgrade diffusers
 ```