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Running
import gradio as gr | |
import subprocess as sp | |
import os | |
os.makedirs("./output", exist_ok=True) | |
def run(*args): | |
source, target, *rest_args = args | |
if not os.path.exists(source): | |
return "Source file does not exist" | |
if not os.path.exists(target): | |
return "Target file does not exist" | |
filename = os.path.basename(target) | |
output = f"./output/{filename}" | |
frame_processor = rest_args[0] | |
selected_frame_processors = ' '.join(frame_processor) | |
face_analyser_direction = rest_args[1] | |
face_analyser_age = rest_args[2] | |
face_analyser_gender = rest_args[3] | |
cmd = ( | |
f"python run.py --execution-providers cuda -s {source} -t {target} -o {output} " | |
f"--frame-processors {selected_frame_processors} " | |
f"--face-analyser-direction {face_analyser_direction} " | |
) | |
if face_analyser_age != 'none': | |
cmd += f" --face-analyser-age {face_analyser_age}" | |
if face_analyser_gender != 'none': | |
cmd += f" --face-analyser-gender {face_analyser_gender}" | |
if len(rest_args) > 4: | |
skip_audio = rest_args[4] | |
keep_fps = rest_args[5] | |
keep_temp = rest_args[6] | |
if skip_audio: | |
cmd += " --skip-audio" | |
if keep_fps: | |
cmd += " --keep-fps" | |
if keep_temp: | |
cmd += " --keep-temp" | |
try: | |
print("Started...", cmd) | |
output_text = sp.run(cmd, shell=True, capture_output=True, text=True).stdout | |
print(output_text) | |
return output | |
except Exception as e: | |
return f"An error occurred: {str(e)}" | |
def clear_output(): | |
output_path = "./output" | |
if os.path.exists(output_path): | |
for filename in os.listdir(output_path): | |
file_path = os.path.join(output_path, filename) | |
if os.path.isfile(file_path): | |
os.remove(file_path) | |
return "Output files deleted" | |
else: | |
return "Output directory does not exist" | |
def get_theme() -> gr.Theme: | |
return gr.themes.Soft( | |
primary_hue = gr.themes.colors.red, | |
secondary_hue = gr.themes.colors.gray, | |
font = gr.themes.GoogleFont('Inter') | |
).set( | |
background_fill_primary = '*neutral_50', | |
block_label_text_size = '*text_sm', | |
block_title_text_size = '*text_sm' | |
) | |
with gr.Blocks(theme=get_theme(), title="DeepFakeAI 1.0.0") as ui: | |
with gr.Box(): | |
gr.HTML('<center><a href="codegenius.me">DeepFakeAI 1.0.0</a></center>') | |
with gr.Box(): | |
with gr.Column(scale=3): | |
frame_processor_checkbox = gr.CheckboxGroup( | |
choices = ['face_swapper', 'face_enhancer', 'frame_enhancer'], | |
label = 'FRAME PROCESSORS', | |
value = ['face_swapper'] # Default value | |
) | |
with gr.Box(): | |
with gr.Column(scale=3): | |
face_analyser_direction_dropdown = gr.Dropdown( | |
label = 'FACE ANALYSER DIRECTION', | |
choices = ['left-right', 'right-left', 'top-bottom', 'bottom-top', 'small-large', 'large-small'], | |
value = 'left-right' | |
) | |
face_analyser_age_dropdown = gr.Dropdown( | |
label = 'FACE ANALYSER AGE', | |
choices = ['none'] + ['child', 'young', 'adult', 'old'], | |
value = 'none' | |
) | |
face_analyser_gender_dropdown = gr.Dropdown( | |
label = 'FACE ANALYSER GENDER', | |
choices = ['none'] + ['male', 'female'], | |
value = 'none' | |
) | |
with gr.Tab("Image: "): | |
source_image = gr.Image(type="filepath", label="SOURCE IMAGE") | |
target_image = gr.Image(type="filepath", label="TARGET IMAGE") | |
image_button = gr.Button("START") | |
clear_button = gr.ClearButton(value="CLEAR") | |
image_output = gr.Image(label="OUTPUT") | |
clear_button.add(image_output) | |
image_button.click( | |
run, | |
inputs=[source_image, target_image, frame_processor_checkbox, face_analyser_direction_dropdown, face_analyser_age_dropdown, face_analyser_gender_dropdown], | |
outputs=image_output | |
) | |
print("Clearing output") | |
clear_button.click(fn=clear_output) | |
print("Clearing output Done") | |
with gr.Tab("Video: "): | |
source_image_video = gr.Image(type="filepath", label="SOURCE IMAGE") | |
target_video = gr.Video(label="TARGET VIDEO") | |
with gr.Box(): | |
skip_audio = gr.Checkbox(label="SKIP AUDIO") | |
keep_fps = gr.Checkbox(label="KEEP FPS") | |
keep_temp = gr.Checkbox(label="KEEP TEMP") | |
video_button = gr.Button("START") | |
clear_video_button = gr.ClearButton(value="CLEAR") | |
output_video = gr.Video(label="OUTPUT") | |
clear_video_button.add(output_video) | |
video_button.click( | |
run, | |
inputs=[source_image_video, target_video, frame_processor_checkbox, face_analyser_direction_dropdown, face_analyser_age_dropdown, face_analyser_gender_dropdown, skip_audio, keep_fps, keep_temp], | |
outputs=output_video | |
) | |
clear_button.click(fn=clear_output) | |
ui.launch(debug=True) |