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import gradio as gr |
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from modules.live_portrait.live_portrait_inferencer import LivePortraitInferencer |
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class App: |
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def __init__(self, |
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args=None): |
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self.args = args |
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self.app = gr.Blocks() |
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self.inferencer = LivePortraitInferencer() |
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def launch(self): |
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with self.app: |
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with gr.Row(): |
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with gr.Column(): |
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img_ref = gr.Image(label="Reference Image") |
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with gr.Column(): |
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sld_rotate_pitch = gr.Slider(label="Rotate Pitch", minimum=-20, maximum=20, step=0.5, value=0) |
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sld_rotate_yaw = gr.Slider(label="Rotate Yaw", minimum=-20, maximum=20, step=0.5, value=0) |
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sld_rotate_roll = gr.Slider(label="Rotate Roll", minimum=-20, maximum=20, step=0.5, value=0) |
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sld_blink = gr.Slider(label="Blink", minimum=-20, maximum=5, step=0.5, value=0) |
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sld_eyebrow = gr.Slider(label="Eyebrow", minimum=-10, maximum=15, step=0.5, value=0) |
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sld_wink = gr.Slider(label="Wink", minimum=0, maximum=25, step=0.5, value=0) |
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sld_pupil_x = gr.Slider(label="Pupil X", minimum=-15, maximum=15, step=0.5, value=0) |
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sld_pupil_y = gr.Slider(label="Pupil Y", minimum=-15, maximum=15, step=0.5, value=0) |
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sld_aaa = gr.Slider(label="AAA", minimum=-30, maximum=120, step=1, value=0) |
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sld_eee = gr.Slider(label="EEE", minimum=-20, maximum=15, step=0.2, value=0) |
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sld_woo = gr.Slider(label="WOO", minimum=-20, maximum=15, step=0.2, value=0) |
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sld_smile = gr.Slider(label="Smile", minimum=-0.3, maximum=1.3, step=0.01, value=0) |
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sld_src_ratio = gr.Slider(label="Source Ratio", minimum=0, maximum=1, step=0.01, value=1) |
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sld_sample_ratio = gr.Slider(label="Sample Ratio", minimum=-0.2, maximum=1.2, step=0.01, value=1) |
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dd_sample_parts = gr.Dropdown(label="Sample Parts", |
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choices=["OnlyExpression", "OnlyRotation", "OnlyMouth", "OnlyEyes", "All"], |
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value="All") |
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sld_crop_factor = gr.Slider(label="Crop Factor", minimum=1.5, maximum=2.5, step=0.1, |
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value=1.7) |
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with gr.Accordion("Opt in features", visible=False): |
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img_sample = gr.Image() |
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img_motion_link = gr.Image() |
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tb_exp = gr.Textbox() |
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with gr.Row(): |
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btn_gen = gr.Button("GEN") |
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with gr.Row(): |
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img_out = gr.Image(label="Output Image") |
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params = [ |
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sld_rotate_pitch, sld_rotate_yaw, sld_rotate_roll, sld_blink, sld_eyebrow, sld_wink, sld_pupil_x, |
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sld_pupil_y, sld_aaa, sld_eee, sld_woo, sld_smile, sld_src_ratio, sld_sample_ratio, dd_sample_parts, |
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sld_crop_factor, img_ref |
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] |
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opt_in_features_params = [img_sample, img_motion_link, tb_exp] |
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btn_gen.click(self.inferencer.edit_expression, |
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inputs=params + opt_in_features_params, |
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outputs=img_out) |
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self.app.launch(inbrowser=True) |
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app = App() |
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app.launch() |
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