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Duplicate from timbrooks/instruct-pix2pix

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Co-authored-by: Tim Brooks <[email protected]>

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README.md ADDED
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+ ---
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+ license: mit
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+ duplicated_from: timbrooks/instruct-pix2pix
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+ ---
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+
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+ # InstructPix2Pix: Learning to Follow Image Editing Instructions
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+ GitHub: https://github.com/timothybrooks/instruct-pix2pix
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+ <img src='https://instruct-pix2pix.timothybrooks.com/teaser.jpg'/>
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+
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+
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+
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+ ## Example
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+
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+ To use `InstructPix2Pix`, install `diffusers` using `main` for now. The pipeline will be available in the next release
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+
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+ ```bash
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+ pip install diffusers accelerate safetensors transformers
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+ ```
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+
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+ ```python
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+ import PIL
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+ import requests
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+ import torch
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+ from diffusers import StableDiffusionInstructPix2PixPipeline, EulerAncestralDiscreteScheduler
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+
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+ model_id = "timbrooks/instruct-pix2pix"
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+ pipe = StableDiffusionInstructPix2PixPipeline.from_pretrained(model_id, torch_dtype=torch.float16, safety_checker=None)
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+ pipe.to("cuda")
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+ pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
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+
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+ url = "https://raw.githubusercontent.com/timothybrooks/instruct-pix2pix/main/imgs/example.jpg"
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+ def download_image(url):
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+ image = PIL.Image.open(requests.get(url, stream=True).raw)
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+ image = PIL.ImageOps.exif_transpose(image)
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+ image = image.convert("RGB")
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+ return image
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+ image = download_image(URL)
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+
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+ prompt = "turn him into cyborg"
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+ images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
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+ images[0]
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+ ```
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