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Create app.py
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app.py
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from diffusers import StableDiffusionXLInpaintPipeline
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import gradio as gr
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import numpy as np
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import imageio
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from PIL import Image
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import torch
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import modin.pandas as pd
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device = "cuda" if torch.cuda.is_available() else "cpu"
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pipe = StableDiffusionXLInpaintPipeline.from_pretrained("stabilityai/sdxl-turbo", safety_checker=None)
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pipe = pipe.to(device)
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def resize(value,img):
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img = Image.open(img)
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img = img.resize((value,value))
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return img
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def img2img(source_img, prompt, strength):
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imageio.imwrite("data.png", source_img['image'])
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imageio.imwrite("data_mask.png", source_img["mask"])
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src = resize(768, "data.png")
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src.save("src.png")
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mask = resize(768, "data_mask.png")
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mask.save("mask.png")
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image = pipe(prompt=prompt, image=src, mask_image=mask, num_inference_steps=6, strength=strength, guidance_scale=0.0).images[0]
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return image
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title="GoldExtra Zeichnung zu 2.5D"
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description="OpenCV.js > i2i > 3D"
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gr.Interface(fn=img2img, inputs=[gr.Image(source="upload", tool="sketch", label="Source Image"),
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gr.Textbox(label='What you want the AI to Generate, 77 Token limit'),
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gr.Slider(minimum=.5, maximum=1, value=.75, step=.025, label='Strength')],
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outputs='image',
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title=title,
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description=description,
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article = "Code Monkey: <a href=\"https://huggingface.co/Manjushri\">Manjushri</a>").launch(max_threads=True, debug=True)
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