app_canny_db.py

import gradio as gr
from model import Model
import gradio_utils

examples = [
    ['Anime DB', "woman1", "Portrait of detailed 1girl, feminine, soldier cinematic shot on canon 5d ultra realistic skin intricate clothes accurate hands Rory Lewis Artgerm WLOP Jeremy Lipking Jane Ansell studio lighting"],
    ['Arcane DB', "woman1", "Oil painting of a beautiful girl arcane style, masterpiece, a high-quality, detailed, and professional photo"],
    ['GTA-5 DB', "man1", "gtav style"],
    ['GTA-5 DB', "woman3", "gtav style"],
    ['Avatar DB', "woman2", "oil painting of a beautiful girl avatar style"],
]


def load_db_model(evt: gr.SelectData):
    db_name = gradio_utils.get_db_name_from_id(evt.index)
    return db_name


def canny_select(evt: gr.SelectData):
    canny_name = gradio_utils.get_canny_name_from_id(evt.index)
    return canny_name


def create_demo(model: Model):

    with gr.Blocks() as demo:
        with gr.Row():
            gr.Markdown('## Text, Canny-Edge and DreamBooth Conditional Video Generation')
        with gr.Row():
            gr.HTML(
                """
                <div style="text-align: left; auto;">
                <h2 style="font-weight: 450; font-size: 1rem; margin: 0rem">
                    Description: TBD
                </h3>
                </div>
                """)

        with gr.Row():
            gr.Markdown('### You must choose one DB model and one "motion edges" shown below, or use the examples')

        with gr.Row():
            with gr.Column():
                gr.Markdown("## Selection")
                db_text_field = gr.Markdown('DB Model: **Anime DB** ')
                canny_text_field = gr.Markdown('Motion: **woman1**')
                prompt = gr.Textbox(label='Prompt')
                run_button = gr.Button(label='Run')
            with gr.Column():
                result = gr.Image(label="Generated Video").style(height=400)

        with gr.Row():
            gallery_db = gr.Gallery(label="Db models", value=[('__assets__/db_files/anime.jpg', "anime"), ('__assets__/db_files/arcane.jpg', "Arcane"), ('__assets__/db_files/gta.jpg', "GTA-5 (Man)"), ('__assets__/db_files/avatar.jpg', "Avatar DB")]).style(grid=[4], height=50)
        with gr.Row():
            gallery_canny = gr.Gallery(label="Motions", value=[('__assets__/db_files/woman1.gif', "woman1"), ('__assets__/db_files/woman2.gif', "woman2"), ('__assets__/db_files/man1.gif', "man1"), ('__assets__/db_files/woman3.gif', "woman3")]).style(grid=[4], height=50)
            predefined_motion = gr.Textbox(visible=False, label='One of the above defined motions')

        db_selection = gr.Textbox(label="DB Model", visible=False)
        canny_selection = gr.Textbox(label="One of the above defined motions", visible=False)

        gallery_db.select(load_db_model, None, db_selection)
        gallery_canny.select(canny_select, None, canny_selection)

        db_selection.change(on_db_selection_update,None,db_text_field)
        canny_selection.change(on_canny_selection_update,None,canny_text_field)

        inputs = [
            db_selection,
            canny_selection,
            prompt,
        ]

        gr.Examples(examples=examples,
                    inputs=inputs,
                    outputs=result,
                    fn=model.process_controlnet_canny_db,
                    # cache_examples=os.getenv('SYSTEM') == 'spaces',
                    )

        run_button.click(fn=model.process_controlnet_canny_db,
                         inputs=inputs,
                         outputs=result,)
    return demo


def on_db_selection_update(evt : gr.EventData):

    return f"DB model: **{evt._data}**"


def on_canny_selection_update(evt: gr.EventData):
    return f"Motion: **{evt._data}**"