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amritapatra/
instruct-pix2pix

Name: instruct-pix2pix
Availability: InStock

StableDiffusionInstructPix2PixPipeline

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InstructPix2Pix: Learning to Follow Image Editing Instructions

GitHub: https://github.com/timothybrooks/instruct-pix2pix

Example

To use InstructPix2Pix, install diffusers using main for now. The pipeline will be available in the next release

pip install diffusers accelerate safetensors transformers

python

import PIL
import requests
import torch
from diffusers import StableDiffusionInstructPix2PixPipeline, EulerAncestralDiscreteScheduler

model_id = "timbrooks/instruct-pix2pix"
pipe = StableDiffusionInstructPix2PixPipeline.from_pretrained(model_id, torch_dtype=torch.float16, safety_checker=None)
pipe.to("cuda")
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)

url = "https://raw.githubusercontent.com/timothybrooks/instruct-pix2pix/main/imgs/example.jpg"
def download_image(url):
    image = PIL.Image.open(requests.get(url, stream=True).raw)
    image = PIL.ImageOps.exif_transpose(image)
    image = image.convert("RGB")
    return image
image = download_image(url)

prompt = "turn him into cyborg"
images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
images[0]

amritapatra/instruct-pix2pix

InstructPix2Pix: Learning to Follow Image Editing Instructions

Example

amritapatra/
instruct-pix2pix