Riswan-Nopiyar commited on
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879dd87
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  1. app.py +85 -0
app.py ADDED
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+ import numpy as np
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+ import gradio as gr
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+ import roop.globals
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+ from roop.core import (
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+ start,
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+ decode_execution_providers,
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+ suggest_max_memory,
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+ suggest_execution_threads,
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+ )
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+ from roop.processors.frame.core import get_frame_processors_modules
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+ from roop.utilities import normalize_output_path
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+ import os
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+ from PIL import Image
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+
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+
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+ def swap_face(source_file, target_file, doFaceEnhancer):
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+
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+ source_path = "input.jpg"
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+ target_path = "target.jpg"
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+
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+ source_image = Image.fromarray(source_file)
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+ source_image.save(source_path)
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+ target_image = Image.fromarray(target_file)
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+ target_image.save(target_path)
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+
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+ print("source_path: ", source_path)
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+ print("target_path: ", target_path)
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+
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+ roop.globals.source_path = source_path
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+ roop.globals.target_path = target_path
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+ output_path = "output.jpg"
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+ roop.globals.output_path = normalize_output_path(
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+ roop.globals.source_path, roop.globals.target_path, output_path
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+ )
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+ if doFaceEnhancer:
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+ roop.globals.frame_processors = ["face_swapper", "face_enhancer"]
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+ else:
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+ roop.globals.frame_processors = ["face_swapper"]
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+ roop.globals.headless = True
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+ roop.globals.keep_fps = True
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+ roop.globals.keep_audio = True
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+ roop.globals.keep_frames = False
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+ roop.globals.many_faces = False
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+ roop.globals.video_encoder = "libx264"
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+ roop.globals.video_quality = 18
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+ roop.globals.max_memory = suggest_max_memory()
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+ roop.globals.execution_providers = decode_execution_providers(["cuda"])
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+ roop.globals.execution_threads = suggest_execution_threads()
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+
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+ print(
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+ "start process",
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+ roop.globals.source_path,
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+ roop.globals.target_path,
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+ roop.globals.output_path,
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+ )
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+
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+ for frame_processor in get_frame_processors_modules(
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+ roop.globals.frame_processors
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+ ):
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+ if not frame_processor.pre_check():
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+ return
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+
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+ start()
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+ return output_path
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+
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+
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+ html_section_1 = "<div style="text:align:center"><h1>Ai Penganti Wajah</h1></div>"
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+ html_section_2 = "<div style="text:align:center"><p>Unggah gambar sumber dan target Anda untuk bertukar wajah, Kemudian anda bisa meningkatkan kualitas wajah dengan cara mencentang opsi dibawah</p></div>"
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+
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+ app = gr.Blocks()
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+
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+ with app:
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+ gr.HTML(html_section_1)
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+ gr.HTML(html_section_2)
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+ gr.Interface(
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+ fn=swap_face,
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+ inputs=[
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+ gr.Image(label="Gambar Sumber"),
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+ gr.Image(label="Gambar Target"),
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+ gr.Checkbox(label="Tingkatkan", info="Tingkatkan kualitas wajah ?")
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+ ],
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+ outputs="image"
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+ )
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+
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+ app.launch()