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Create app.py
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app.py
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import os
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import shutil
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import torch
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import cv2
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import gradio as gr
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from PIL import Image
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# Download sample images
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os.makedirs("sample_images", exist_ok=True)
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os.chdir("sample_images")
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os.system("gdown 1LiKfKhksfu8f_A4x-BhOjZgZHADdLdWz -O img1.jpg")
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os.system("gdown 1jJ6uP_bpdnCRqCuiqZjJG8yeexsz6IUp -O img2.jpg")
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os.system("gdown 1usp9c4VcTX2yche5o2WCi7yJw85n_yeZ -O img3.jpg")
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os.chdir("../")
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examples = [['sample_images/img1.jpg', "Cartoonify"],
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['sample_images/img2.jpg', "Cartoonify"],
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['sample_images/img3.jpg', "Cartoonify"],
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]
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inference_on = ['Full Resolution Image', 'Downsampled Image']
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title = "Face Cartoonify for Video Call Privacy"
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description = """
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Gradio demo for <b>Face Cartoonify for Video Call Privacy</b>.\n
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"""
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article = "<p style='text-align: center'><a href='#'> Face Cartoonify for Video Call Privacy </a> | <a href='#'>Github Repo</a></p>"
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model = torch.hub.load(
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"AK391/animegan2-pytorch:main",
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"generator",
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pretrained=True,
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device="cpu",
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progress=False
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)
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face2paint = torch.hub.load(
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'AK391/animegan2-pytorch:main', 'face2paint',
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size=512, device="cpu",side_by_side=False
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)
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def inference(img, method):
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if not os.path.exists('temp'):
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os.system('mkdir temp')
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img.save("temp/image.jpg", "JPEG")
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if method == "Cartoonify AnimeGanV2":
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out = face2paint(model, img)
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return out
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else:
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os.system("python cartoon.py --input_path 'temp/image.jpg' --result_dir './temp/'")
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return 'temp/image.jpg'
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gr.Interface(
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inference,
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[
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gr.inputs.Image(type="pil", label="Input"),
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gr.inputs.Radio(["Cartoonify OpenCV", "Cartoonify AnimeGanV2"], default="Cartoonify AnimeGanV2", label='Method'),
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],
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gr.outputs.Image(type="file", label="Output"),
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title=title,
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description=description,
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article=article,
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theme ="huggingface",
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examples=examples,
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allow_flagging=False,
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).launch(debug=True,enable_queue=True)
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