from typing import Optional, Tuple import gradio import facefusion.choices from facefusion import state_manager, wording from facefusion.common_helper import calc_int_step from facefusion.filesystem import is_image, is_video from facefusion.typing import Fps, OutputAudioEncoder, OutputVideoEncoder, OutputVideoPreset from facefusion.uis.core import get_ui_components, register_ui_component from facefusion.vision import create_image_resolutions, create_video_resolutions, detect_image_resolution, detect_video_fps, detect_video_resolution, pack_resolution OUTPUT_IMAGE_QUALITY_SLIDER : Optional[gradio.Slider] = None OUTPUT_IMAGE_RESOLUTION_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_AUDIO_ENCODER_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_ENCODER_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_PRESET_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_RESOLUTION_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_QUALITY_SLIDER : Optional[gradio.Slider] = None OUTPUT_VIDEO_FPS_SLIDER : Optional[gradio.Slider] = None def render() -> None: global OUTPUT_IMAGE_QUALITY_SLIDER global OUTPUT_IMAGE_RESOLUTION_DROPDOWN global OUTPUT_AUDIO_ENCODER_DROPDOWN global OUTPUT_VIDEO_ENCODER_DROPDOWN global OUTPUT_VIDEO_PRESET_DROPDOWN global OUTPUT_VIDEO_RESOLUTION_DROPDOWN global OUTPUT_VIDEO_QUALITY_SLIDER global OUTPUT_VIDEO_FPS_SLIDER output_image_resolutions = [] output_video_resolutions = [] if is_image(state_manager.get_item('target_path')): output_image_resolution = detect_image_resolution(state_manager.get_item('target_path')) output_image_resolutions = create_image_resolutions(output_image_resolution) if is_video(state_manager.get_item('target_path')): output_video_resolution = detect_video_resolution(state_manager.get_item('target_path')) output_video_resolutions = create_video_resolutions(output_video_resolution) OUTPUT_IMAGE_QUALITY_SLIDER = gradio.Slider( label = wording.get('uis.output_image_quality_slider'), value = state_manager.get_item('output_image_quality'), step = calc_int_step(facefusion.choices.output_image_quality_range), minimum = facefusion.choices.output_image_quality_range[0], maximum = facefusion.choices.output_image_quality_range[-1], visible = is_image(state_manager.get_item('target_path')) ) OUTPUT_IMAGE_RESOLUTION_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_image_resolution_dropdown'), choices = output_image_resolutions, value = state_manager.get_item('output_image_resolution'), visible = is_image(state_manager.get_item('target_path')) ) OUTPUT_AUDIO_ENCODER_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_audio_encoder_dropdown'), choices = facefusion.choices.output_audio_encoders, value = state_manager.get_item('output_audio_encoder'), visible = is_video(state_manager.get_item('target_path')) ) OUTPUT_VIDEO_ENCODER_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_encoder_dropdown'), choices = facefusion.choices.output_video_encoders, value = state_manager.get_item('output_video_encoder'), visible = is_video(state_manager.get_item('target_path')) ) OUTPUT_VIDEO_PRESET_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_preset_dropdown'), choices = facefusion.choices.output_video_presets, value = state_manager.get_item('output_video_preset'), visible = is_video(state_manager.get_item('target_path')) ) OUTPUT_VIDEO_QUALITY_SLIDER = gradio.Slider( label = wording.get('uis.output_video_quality_slider'), value = state_manager.get_item('output_video_quality'), step = calc_int_step(facefusion.choices.output_video_quality_range), minimum = facefusion.choices.output_video_quality_range[0], maximum = facefusion.choices.output_video_quality_range[-1], visible = is_video(state_manager.get_item('target_path')) ) OUTPUT_VIDEO_RESOLUTION_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_resolution_dropdown'), choices = output_video_resolutions, value = state_manager.get_item('output_video_resolution'), visible = is_video(state_manager.get_item('target_path')) ) OUTPUT_VIDEO_FPS_SLIDER = gradio.Slider( label = wording.get('uis.output_video_fps_slider'), value = state_manager.get_item('output_video_fps'), step = 0.01, minimum = 1, maximum = 60, visible = is_video(state_manager.get_item('target_path')) ) register_ui_component('output_video_fps_slider', OUTPUT_VIDEO_FPS_SLIDER) def listen() -> None: OUTPUT_IMAGE_QUALITY_SLIDER.release(update_output_image_quality, inputs = OUTPUT_IMAGE_QUALITY_SLIDER) OUTPUT_IMAGE_RESOLUTION_DROPDOWN.change(update_output_image_resolution, inputs = OUTPUT_IMAGE_RESOLUTION_DROPDOWN) OUTPUT_AUDIO_ENCODER_DROPDOWN.change(update_output_audio_encoder, inputs = OUTPUT_AUDIO_ENCODER_DROPDOWN) OUTPUT_VIDEO_ENCODER_DROPDOWN.change(update_output_video_encoder, inputs = OUTPUT_VIDEO_ENCODER_DROPDOWN) OUTPUT_VIDEO_PRESET_DROPDOWN.change(update_output_video_preset, inputs = OUTPUT_VIDEO_PRESET_DROPDOWN) OUTPUT_VIDEO_QUALITY_SLIDER.release(update_output_video_quality, inputs = OUTPUT_VIDEO_QUALITY_SLIDER) OUTPUT_VIDEO_RESOLUTION_DROPDOWN.change(update_output_video_resolution, inputs = OUTPUT_VIDEO_RESOLUTION_DROPDOWN) OUTPUT_VIDEO_FPS_SLIDER.release(update_output_video_fps, inputs = OUTPUT_VIDEO_FPS_SLIDER) for ui_component in get_ui_components( [ 'target_image', 'target_video' ]): for method in [ 'upload', 'change', 'clear' ]: getattr(ui_component, method)(remote_update, outputs = [ OUTPUT_IMAGE_QUALITY_SLIDER, OUTPUT_IMAGE_RESOLUTION_DROPDOWN, OUTPUT_AUDIO_ENCODER_DROPDOWN, OUTPUT_VIDEO_ENCODER_DROPDOWN, OUTPUT_VIDEO_PRESET_DROPDOWN, OUTPUT_VIDEO_QUALITY_SLIDER, OUTPUT_VIDEO_RESOLUTION_DROPDOWN, OUTPUT_VIDEO_FPS_SLIDER ]) def remote_update() -> Tuple[gradio.Slider, gradio.Dropdown, gradio.Dropdown, gradio.Dropdown, gradio.Dropdown, gradio.Slider, gradio.Dropdown, gradio.Slider]: if is_image(state_manager.get_item('target_path')): output_image_resolution = detect_image_resolution(state_manager.get_item('target_path')) output_image_resolutions = create_image_resolutions(output_image_resolution) state_manager.set_item('output_image_resolution', pack_resolution(output_image_resolution)) return gradio.Slider(visible = True), gradio.Dropdown(value = state_manager.get_item('output_image_resolution'), choices = output_image_resolutions, visible = True), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False) if is_video(state_manager.get_item('target_path')): output_video_resolution = detect_video_resolution(state_manager.get_item('target_path')) output_video_resolutions = create_video_resolutions(output_video_resolution) state_manager.set_item('output_video_resolution', pack_resolution(output_video_resolution)) state_manager.set_item('output_video_fps', detect_video_fps(state_manager.get_item('target_path'))) return gradio.Slider(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = True), gradio.Dropdown(visible = True), gradio.Dropdown(visible = True), gradio.Slider(visible = True), gradio.Dropdown(value = state_manager.get_item('output_video_resolution'), choices = output_video_resolutions, visible = True), gradio.Slider(value = state_manager.get_item('output_video_fps'), visible = True) return gradio.Slider(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False) def update_output_image_quality(output_image_quality : float) -> None: state_manager.set_item('output_image_quality', int(output_image_quality)) def update_output_image_resolution(output_image_resolution : str) -> None: state_manager.set_item('output_image_resolution', output_image_resolution) def update_output_audio_encoder(output_audio_encoder : OutputAudioEncoder) -> None: state_manager.set_item('output_audio_encoder', output_audio_encoder) def update_output_video_encoder(output_video_encoder : OutputVideoEncoder) -> None: state_manager.set_item('output_video_encoder', output_video_encoder) def update_output_video_preset(output_video_preset : OutputVideoPreset) -> None: state_manager.set_item('output_video_preset', output_video_preset) def update_output_video_quality(output_video_quality : float) -> None: state_manager.set_item('output_video_quality', int(output_video_quality)) def update_output_video_resolution(output_video_resolution : str) -> None: state_manager.set_item('output_video_resolution', output_video_resolution) def update_output_video_fps(output_video_fps : Fps) -> None: state_manager.set_item('output_video_fps', output_video_fps)