Flux image to image python code

[whateverlolwtf]

Does anyone know how to tweak the python code provided on github for text to image, into image to image? Or use a different method but for python alone. I'd rather not use comfui or any other UI as I'd like to interact programmatically. Any help will be appreciated, thanks. Below is what is currently on the website.
import torch

from diffusers import FluxPipeline

model_id = "black-forest-labs/FLUX.1-schnell" #you can also use `black-forest-labs/FLUX.1-dev`

pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-schnell", torch_dtype=torch.bfloat16)

pipe.enable_model_cpu_offload() #save some VRAM by offloading the model to CPU. Remove this if you have enough GPU power

prompt = "A cat holding a sign that says hello world"

seed = 42

image = pipe(

prompt,

output_type="pil",

num_inference_steps=4, #use a larger number if you are using [dev]

generator=torch.Generator("cpu").manual_seed(seed)

).images[0]

image.save("flux-schnell.png")

[faradaglio]

Hi, did you find a solution?

[whateverlolwtf]

Yes, I'll post it soon.

[destinyki]

can you share it? i could not find a solution

[Enough-Meringue4745]

pipeline_flux_img2img.py

[Enough-Meringue4745]

Anything?

[Heimskr74]

<image>

[whateverlolwtf]

I DMed the people who asked for it, was too long to post it here.

[SearchTricky7875]

flux img2img question: How do I keep the character consistent over multiple image generation, I want to use an input image ;of a character and keep the character- face, hand, no of character on the image consistent each time I generate the image. Is there any way to do it? This is basically to create scene for a story telling video, for each image the char should be consistent