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feat: support human template upload for Gradio (#302)
* support upload motion template to fast infer * Update gradio_pipeline.py --------- Co-authored-by: Mystery099 <164347012+Mystery099@users.noreply.github.com>
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app.py
52
app.py
@ -180,20 +180,40 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San
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vy_ratio = gr.Number(value=-0.125, label="source crop y", minimum=-0.5, maximum=0.5, step=0.01)
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with gr.Column():
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with gr.Accordion(open=True, label="Driving Video"):
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driving_video_input = gr.Video()
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gr.Examples(
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examples=[
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[osp.join(example_video_dir, "d0.mp4")],
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[osp.join(example_video_dir, "d18.mp4")],
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[osp.join(example_video_dir, "d19.mp4")],
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[osp.join(example_video_dir, "d14.mp4")],
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[osp.join(example_video_dir, "d6.mp4")],
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[osp.join(example_video_dir, "d20.mp4")],
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],
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inputs=[driving_video_input],
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cache_examples=False,
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)
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with gr.Tabs():
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with gr.TabItem("🎞️ Driving Video") as v_tab_video:
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with gr.Accordion(open=True, label="Driving Video"):
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driving_video_input = gr.Video()
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gr.Examples(
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examples=[
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[osp.join(example_video_dir, "d0.mp4")],
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[osp.join(example_video_dir, "d18.mp4")],
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[osp.join(example_video_dir, "d19.mp4")],
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[osp.join(example_video_dir, "d14.mp4")],
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[osp.join(example_video_dir, "d6.mp4")],
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[osp.join(example_video_dir, "d20.mp4")],
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],
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inputs=[driving_video_input],
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cache_examples=False,
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)
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with gr.TabItem("📁 Driving Pickle") as v_tab_pickle:
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with gr.Accordion(open=True, label="Driving Pickle"):
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driving_video_pickle_input = gr.File(type="filepath", file_types=[".pkl"])
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gr.Examples(
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examples=[
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[osp.join(example_video_dir, "d1.pkl")],
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[osp.join(example_video_dir, "d2.pkl")],
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[osp.join(example_video_dir, "d5.pkl")],
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[osp.join(example_video_dir, "d7.pkl")],
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[osp.join(example_video_dir, "d8.pkl")],
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],
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inputs=[driving_video_pickle_input],
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cache_examples=False,
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)
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v_tab_selection = gr.Textbox(visible=False)
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v_tab_pickle.select(lambda: "Pickle", None, v_tab_selection)
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v_tab_video.select(lambda: "Video", None, v_tab_selection)
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# with gr.Accordion(open=False, label="Animation Instructions"):
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# gr.Markdown(load_description("assets/gradio/gradio_description_animation.md"))
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with gr.Accordion(open=True, label="Cropping Options for Driving Video"):
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@ -225,7 +245,7 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San
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with gr.Accordion(open=True, label="The animated video"):
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output_video_concat_i2v.render()
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with gr.Row():
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process_button_reset = gr.ClearButton([source_image_input, source_video_input, driving_video_input, output_video_i2v, output_video_concat_i2v], value="🧹 Clear")
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process_button_reset = gr.ClearButton([source_image_input, source_video_input, driving_video_pickle_input, driving_video_input, output_video_i2v, output_video_concat_i2v], value="🧹 Clear")
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with gr.Row():
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# Examples
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@ -393,6 +413,7 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San
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inputs=[
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source_image_input,
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source_video_input,
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driving_video_pickle_input,
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driving_video_input,
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flag_relative_input,
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flag_do_crop_input,
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@ -410,6 +431,7 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San
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vy_ratio_crop_driving_video,
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driving_smooth_observation_variance,
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tab_selection,
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v_tab_selection,
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],
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outputs=[output_video_i2v, output_video_concat_i2v],
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show_progress=True
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@ -146,6 +146,7 @@ class GradioPipeline(LivePortraitPipeline):
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self,
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input_source_image_path=None,
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input_source_video_path=None,
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input_driving_video_pickle_path=None,
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input_driving_video_path=None,
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flag_relative_input=True,
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flag_do_crop_input=True,
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@ -163,8 +164,9 @@ class GradioPipeline(LivePortraitPipeline):
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vy_ratio_crop_driving_video=-0.1,
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driving_smooth_observation_variance=3e-7,
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tab_selection=None,
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v_tab_selection=None
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):
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""" for video-driven potrait animation or video editing
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""" for video-driven portrait animation or video editing
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"""
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if tab_selection == 'Image':
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input_source_path = input_source_image_path
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@ -173,15 +175,22 @@ class GradioPipeline(LivePortraitPipeline):
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else:
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input_source_path = input_source_image_path
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if input_source_path is not None and input_driving_video_path is not None:
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if osp.exists(input_driving_video_path) and is_square_video(input_driving_video_path) is False:
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if v_tab_selection == 'Video':
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input_driving_path = input_driving_video_path
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elif v_tab_selection == 'Pickle':
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input_driving_path = input_driving_video_pickle_path
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else:
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input_driving_path = input_driving_video_path
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if input_source_path is not None and input_driving_path is not None:
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if osp.exists(input_driving_path) and v_tab_selection == 'Video' and is_square_video(input_driving_path) is False:
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flag_crop_driving_video_input = True
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log("The driving video is not square, it will be cropped to square automatically.")
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gr.Info("The driving video is not square, it will be cropped to square automatically.", duration=2)
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args_user = {
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'source': input_source_path,
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'driving': input_driving_video_path,
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'driving': input_driving_path,
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'flag_relative_motion': flag_relative_input,
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'flag_do_crop': flag_do_crop_input,
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'flag_pasteback': flag_remap_input,
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