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# -*- coding:UTF-8 -*- | |
#!/usr/bin/env python | |
import numpy as np | |
import gradio as gr | |
import roop.globals | |
from roop.core import ( | |
start, | |
decode_execution_providers, | |
suggest_max_memory, | |
suggest_execution_threads, | |
) | |
from roop.processors.frame.core import get_frame_processors_modules | |
from roop.utilities import normalize_output_path | |
import os | |
from PIL import Image | |
from datetime import datetime | |
def swap_face(source_file, target_file, doFaceEnhancer): | |
# Save input images | |
source_path = "input.jpg" | |
target_path = "target.jpg" | |
source_image = Image.fromarray(source_file) | |
source_image.save(source_path) | |
target_image = Image.fromarray(target_file) | |
target_image.save(target_path) | |
print("source_path: ", source_path) | |
print("target_path: ", target_path) | |
# Set global paths | |
roop.globals.source_path = source_path | |
roop.globals.target_path = target_path | |
# Generate timestamp-based output filename | |
timestamp = datetime.now().strftime("%S%M%H%d%m%Y") | |
output_path = f"Image{timestamp}.jpg" | |
roop.globals.output_path = normalize_output_path( | |
roop.globals.source_path, roop.globals.target_path, output_path | |
) | |
# Configure face processing options | |
if doFaceEnhancer: | |
roop.globals.frame_processors = ["face_swapper", "face_enhancer"] | |
else: | |
roop.globals.frame_processors = ["face_swapper"] | |
# Set global parameters | |
roop.globals.headless = True | |
roop.globals.keep_fps = True | |
roop.globals.keep_audio = True | |
roop.globals.keep_frames = False | |
roop.globals.many_faces = False | |
roop.globals.video_encoder = "libx264" | |
roop.globals.video_quality = 18 | |
roop.globals.max_memory = suggest_max_memory() | |
roop.globals.execution_providers = decode_execution_providers(["cuda"]) | |
roop.globals.execution_threads = suggest_execution_threads() | |
print( | |
"start process", | |
roop.globals.source_path, | |
roop.globals.target_path, | |
roop.globals.output_path, | |
) | |
# Check frame processors | |
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors): | |
if not frame_processor.pre_check(): | |
return | |
start() | |
return output_path | |
# Gradio interface setup | |
title = "Face - Интегратор" | |
description = r""" | |
""" | |
article = r""" | |
<br><br><br><br><br> | |
""" | |
app = gr.Interface( | |
fn=swap_face, | |
title=title, | |
description=description, | |
article=article, | |
inputs=[ | |
gr.Image(), | |
gr.Image(), | |
gr.Checkbox(label="Применить алгоритм?", info="Улучшение качества изображения") | |
], | |
outputs="image" | |
) | |
app.launch() | |