Create app.py
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app.py
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import gradio as gr
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import cv2
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import insightface
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from insightface.app import FaceAnalysis
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import PIL.Image
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import numpy as np
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import os
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# Подготовка модели (автоматическая загрузка)
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app = FaceAnalysis(name='buffalore_l', providers=['CPUExecutionProvider'])
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app.prepare(ctx_id=0, det_size=(640, 640))
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# Ссылка на модель замены лица (скачается при первом запуске)
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swapper = insightface.model_zoo.get_model('inswapper_128.onnx', download=True, check_hash=False)
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def swap(source_img, target_img):
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if source_img is None or target_img is None:
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return None
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# Анализ лиц
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source_faces = app.get(np.array(source_img))
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target_faces = app.get(np.array(target_img))
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if not source_faces:
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return target_img
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source_face = source_faces[0]
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result = np.array(target_img)
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# Замена на всех лицах, найденных на целевом фото
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for face in target_faces:
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result = swapper.get(result, face, source_face, paste_back=True)
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return PIL.Image.fromarray(result)
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# Интерфейс приложения
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with gr.Blocks() as demo:
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gr.Markdown("# 🎭 Мой Face Swap")
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with gr.Row():
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with gr.Column():
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source = gr.Image(type="pil", label="Чьё лицо берем (Source)")
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target = gr.Image(type="pil", label="Куда вставляем (Target)")
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btn = gr.Button("Заменить лицо!")
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with gr.Column():
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output = gr.Image(label="Результат")
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btn.click(fn=swap, inputs=[source, target], outputs=output)
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demo.launch()
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