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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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@staticmethod |
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def create_parameters(): |
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return [ |
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gr.Slider(label="Rotate Pitch", minimum=-20, maximum=20, step=0.5, value=0), |
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gr.Slider(label="Rotate Yaw", minimum=-20, maximum=20, step=0.5, value=0), |
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gr.Slider(label="Rotate Roll", minimum=-20, maximum=20, step=0.5, value=0), |
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gr.Slider(label="Blink", minimum=-20, maximum=5, step=0.5, value=0), |
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gr.Slider(label="Eyebrow", minimum=-10, maximum=15, step=0.5, value=0), |
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gr.Slider(label="Wink", minimum=0, maximum=25, step=0.5, value=0), |
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gr.Slider(label="Pupil X", minimum=-15, maximum=15, step=0.5, value=0), |
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gr.Slider(label="Pupil Y", minimum=-15, maximum=15, step=0.5, value=0), |
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gr.Slider(label="AAA", minimum=-30, maximum=120, step=1, value=0), |
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gr.Slider(label="EEE", minimum=-20, maximum=15, step=0.2, value=0), |
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gr.Slider(label="WOO", minimum=-20, maximum=15, step=0.2, value=0), |
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gr.Slider(label="Smile", minimum=-0.3, maximum=1.3, step=0.01, value=0), |
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gr.Slider(label="Source Ratio", minimum=0, maximum=1, step=0.01, value=1), |
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gr.Slider(label="Sample Ratio", minimum=-0.2, maximum=1.2, step=0.01, value=1), |
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gr.Dropdown(label="Sample Parts", |
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choices=["OnlyExpression", "OnlyRotation", "OnlyMouth", "OnlyEyes", "All"], value="All"), |
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gr.Slider(label="Crop Factor", minimum=1.5, maximum=2.5, step=0.1, value=1.7) |
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] |
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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.Row(): |
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btn_gen = gr.Button("GENERATE", visible=False) |
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with gr.Row(): |
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with gr.Column(scale=7): |
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img_out = gr.Image(label="Output Image") |
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with gr.Column(scale=3): |
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expression_parameters = self.create_parameters() |
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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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params = expression_parameters + [img_ref] |
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opt_in_features_params = [img_sample, img_motion_link, tb_exp] |
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changes_expressions = [param.change for param in params] |
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gr.on( |
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triggers=changes_expressions, |
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fn=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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) |
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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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