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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
def swap_face(source_file, target_file, doFaceEnhancer=True):
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)
roop.globals.source_path = source_path
roop.globals.target_path = target_path
output_path = "output.jpg"
roop.globals.output_path = normalize_output_path(
roop.globals.source_path, roop.globals.target_path, output_path
)
roop.globals.frame_processors = (
["face_swapper", "face_enhancer"] if doFaceEnhancer else ["face_swapper"]
)
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()
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors):
if not frame_processor.pre_check():
return None
start()
if os.path.exists(output_path):
return Image.open(output_path)
return None
app = gr.Blocks(theme="Nymbo/Alyx_Theme", css="#spacer {height: 640px;}")
with app:
gr.HTML('<div id="spacer"></div>') # 640px empty space
gr.Interface(
fn=swap_face,
inputs=[
gr.Image(label="Fotoja Burimore (Source)", type="numpy"),
gr.Image(label="Fotoja Objektiv (Target)", type="numpy"),
],
outputs=gr.Image(label="Rezultati"),
)
app.launch() |