htoyryla

# stable diffusion tool

# @htoyryla github twitter instagram

# requires diffusers 0.3.0 and a trained model

# relies heavily on code from https://github.com/huggingface/diffusers

# neurokuvatreenit, stable diffusion, example 1b using LDM scheduler and 1c saving image at each iteration
# 1d: multiple subprompts with weights 

htoyryla

# stable diffusion tool

# @htoyryla github twitter instagram

# requires diffusers 0.4.0 and a trained model

# relies heavily on code from https://github.com/huggingface/diffusers

# neurokuvatreenit, stable diffusion, example 1b using LDM scheduler and 1c saving image at each iteration
# 1d: multiple subprompts with weights 

htoyryla

# stable diffusion tool

# @htoyryla github twitter instagram

# requires diffusers 0.3.0 and a trained model

# relies heavily on code from https://github.com/huggingface/diffusers

# for prompt weighting use prompts like "a subprompt like this:10 / in the style of that:25"

htoyryla

from torch import autocast
import torch
import requests
from PIL import Image
import sys
from diffusers import StableDiffusionImg2ImgPipeline #, preprocess
import random
import argparse

# image to image generation using StableDiffusion 0.3.0 dev

htoyryla

from torch import autocast
import torch
import requests
from PIL import Image
import sys
from image_to_image import StableDiffusionImg2ImgPipeline, preprocess
import random

# script to generate 100 frames transition from init image towards the prompt

htoyryla

#
# Usage:
#
# python vid2.py "prompt" video_in_path output_dir [strength scale seed]
#
# requires image_to_image.py from https://github.com/huggingface/diffusers/blob/main/examples/inference/image_to_image.py
#


from torch import autocast

htoyryla

# %%
# !! {"metadata":{
# !!   "id": "view-in-github",
# !!   "colab_type": "text"
# !! }}
"""
<a href="https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
"""

# %%

htoyryla

--[[
Neural-mirage 5
by @htoyryla 3/2016, 3/2017

based on neural-style by @jcjohnson

for more info see 
http://liipetti.net/erratic/2016/03/31/i-have-seen-a-neural-mirage/
http://liipetti.net/erratic/2016/04/20/getting-the-space-back/

htoyryla

-- this program takes an original image, such as a photo,
-- and a generated image, such as generated by jcjohnson/fast-neural-style
-- and copies the original colors to the generated image
-- like when using the original_colors param in jcjohnson/neural-style
--
-- by hannu töyrylä @htoyryla 30 oct 2016
--

require 'torch'
require 'image'

htoyryla

code for a gan trainer
adding an encoder to assist in generator training
htoyryla 8 Jun 2018

support for progressive training with larger image size
htoyryla 11.6.2018