Merge branch 'master' into gallery-styling

1 files changed, 34 insertions, 21 deletions

diff --git a/README.md b/README.md
index 219288ac..ec3d7532 100644
--- a/README.md
+++ b/README.md
@@ -11,44 +11,56 @@ Check the [custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-web
 - One click install and run script (but you still must install python and git)

 - Outpainting

 - Inpainting

-- Prompt matrix

-- Stable Diffusion upscale

-- Attention

-- Loopback

-- X/Y plot

+- Prompt Matrix

+- Stable Diffusion Upscale

+- Attention, specify parts of text that the model should pay more attention to

+    - a man in a ((tuxedo)) - will pay more attention to tuxedo

+    - a man in a (tuxedo:1.21) - alternative syntax

+- Loopback, run img2img processing multiple times

+- X/Y plot, a way to draw a 2 dimensional plot of images with different parameters

 - Textual Inversion

+    - have as many embeddings as you want and use any names you like for them

+    - use multiple embeddings with different numbers of vectors per token

+    - works with half precision floating point numbers

 - Extras tab with:

     - GFPGAN, neural network that fixes faces

     - CodeFormer, face restoration tool as an alternative to GFPGAN

     - RealESRGAN, neural network upscaler

-    - ESRGAN, neural network with a lot of third party models

+    - ESRGAN, neural network upscaler with a lot of third party models

     - SwinIR, neural network upscaler

     - LDSR, Latent diffusion super resolution upscaling

 - Resizing aspect ratio options

 - Sampling method selection

 - Interrupt processing at any time

-- 4GB video card support

-- Correct seeds for batches

+- 4GB video card support (also reports of 2GB working)

+- Correct seeds for batches 

 - Prompt length validation

-- Generation parameters added as text to PNG

-- Tab to view an existing picture's generation parameters

+     - get length of prompt in tokens as you type

+     - get a warning after generation if some text was truncated

+- Generation parameters

+     - parameters you used to generate images are saved with that image

+     - in PNG chunks for PNG, in EXIF for JPEG

+     - can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI

+     - can be disabled in settings

 - Settings page

-- Running custom code from UI

+- Running arbitrary python code from UI (must run with --allow-code to enable)

 - Mouseover hints for most UI elements

 - Possible to change defaults/mix/max/step values for UI elements via text config

 - Random artist button

-- Tiling support: UI checkbox to create images that can be tiled like textures

+- Tiling support, a checkbox to create images that can be tiled like textures

 - Progress bar and live image generation preview

-- Negative prompt

-- Styles

-- Variations

-- Seed resizing

-- CLIP interrogator

-- Prompt Editing

-- Batch Processing

+- Negative prompt, an extra text field that allows you to list what you don't want to see in generated image

+- Styles, a way to save part of prompt and easily apply them via dropdown later

+- Variations, a way to generate same image but with tiny differences

+- Seed resizing, a way to generate same image but at slightly different resolution

+- CLIP interrogator, a button that tries to guess prompt from an image

+- Prompt Editing, a way to change prompt mid-generation, say to start making a watermelon and switch to anime girl midway

+- Batch Processing, process a group of files using img2img

 - Img2img Alternative

-- Highres Fix

-- LDSR Upscaling

+- Highres Fix, a convenience option to produce high resolution pictures in one click without usual distortions

+- Reloading checkpoints on the fly

+- Checkpoint Merger, a tab that allows you to merge two checkpoints into one

+- [Custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Scripts) with many extensions from community

 

 ## Installation and Running

 Make sure the required [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) are met and follow the instructions available for both [NVidia](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs) (recommended) and [AMD](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-AMD-GPUs) GPUs.

@@ -101,6 +113,7 @@ The documentation was moved from this README over to the project's [wiki](https:
 - LDSR - https://github.com/Hafiidz/latent-diffusion

 - Ideas for optimizations - https://github.com/basujindal/stable-diffusion

 - Doggettx - Cross Attention layer optimization - https://github.com/Doggettx/stable-diffusion, original idea for prompt editing.

+- Rinon Gal - Textual Inversion - https://github.com/rinongal/textual_inversion (we're not using his code, but we are using his ideas).

 - Idea for SD upscale - https://github.com/jquesnelle/txt2imghd

 - Noise generation for outpainting mk2 - https://github.com/parlance-zz/g-diffuser-bot

 - CLIP interrogator idea and borrowing some code - https://github.com/pharmapsychotic/clip-interrogator