| import os, argparse |
| import sys |
| import gradio as gr |
| from scripts.gradio.i2v_test_application import Image2Video |
| sys.path.insert(1, os.path.join(sys.path[0], 'lvdm')) |
|
|
|
|
| i2v_examples_interp_512 = [ |
| ['prompts/512_interp/74906_1462_frame1.png', 'walking man', 50, 7.5, 1.0, 10, 123, 'prompts/512_interp/74906_1462_frame3.png'], |
| ['prompts/512_interp/Japan_v2_2_062266_s2_frame1.png', 'an anime scene', 50, 7.5, 1.0, 10, 789, 'prompts/512_interp/Japan_v2_2_062266_s2_frame3.png'], |
| ['prompts/512_interp/Japan_v2_3_119235_s2_frame1.png', 'an anime scene', 50, 7.5, 1.0, 10, 123, 'prompts/512_interp/Japan_v2_3_119235_s2_frame3.png'], |
| ] |
|
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|
| def dynamicrafter_demo(result_dir='./tmp/', res=512): |
| if res == 1024: |
| resolution = '576_1024' |
| css = """#input_img {max-width: 1024px !important} #output_vid {max-width: 1024px; max-height:576px}""" |
| elif res == 512: |
| resolution = '320_512' |
| css = """#input_img {max-width: 512px !important} #output_vid {max-width: 512px; max-height: 320px} #input_img2 {max-width: 512px !important} #output_vid {max-width: 512px; max-height: 320px}""" |
| elif res == 256: |
| resolution = '256_256' |
| css = """#input_img {max-width: 256px !important} #output_vid {max-width: 256px; max-height: 256px}""" |
| else: |
| raise NotImplementedError(f"Unsupported resolution: {res}") |
| image2video = Image2Video(result_dir, resolution=resolution) |
| with gr.Blocks(analytics_enabled=False, css=css) as dynamicrafter_iface: |
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|
|
|
|
| with gr.Tab(label='ToonCrafter_320x512'): |
| with gr.Column(): |
| with gr.Row(): |
| with gr.Column(): |
| with gr.Row(): |
| i2v_input_image = gr.Image(label="Input Image1",elem_id="input_img") |
| with gr.Row(): |
| i2v_input_text = gr.Text(label='Prompts') |
| with gr.Row(): |
| i2v_seed = gr.Slider(label='Random Seed', minimum=0, maximum=50000, step=1, value=123) |
| i2v_eta = gr.Slider(minimum=0.0, maximum=1.0, step=0.1, label='ETA', value=1.0, elem_id="i2v_eta") |
| i2v_cfg_scale = gr.Slider(minimum=1.0, maximum=15.0, step=0.5, label='CFG Scale', value=7.5, elem_id="i2v_cfg_scale") |
| with gr.Row(): |
| i2v_steps = gr.Slider(minimum=1, maximum=60, step=1, elem_id="i2v_steps", label="Sampling steps", value=50) |
| i2v_motion = gr.Slider(minimum=5, maximum=30, step=1, elem_id="i2v_motion", label="FPS", value=10) |
| i2v_end_btn = gr.Button("Generate") |
| with gr.Column(): |
| with gr.Row(): |
| i2v_input_image2 = gr.Image(label="Input Image2",elem_id="input_img2") |
| with gr.Row(): |
| i2v_output_video = gr.Video(label="Generated Video",elem_id="output_vid",autoplay=True,show_share_button=True) |
|
|
| gr.Examples(examples=i2v_examples_interp_512, |
| inputs=[i2v_input_image, i2v_input_text, i2v_steps, i2v_cfg_scale, i2v_eta, i2v_motion, i2v_seed, i2v_input_image2], |
| outputs=[i2v_output_video], |
| fn = image2video.get_image, |
| cache_examples=False, |
| ) |
| i2v_end_btn.click(inputs=[i2v_input_image, i2v_input_text, i2v_steps, i2v_cfg_scale, i2v_eta, i2v_motion, i2v_seed, i2v_input_image2], |
| outputs=[i2v_output_video], |
| fn = image2video.get_image |
| ) |
|
|
|
|
| return dynamicrafter_iface |
|
|
| def get_parser(): |
| parser = argparse.ArgumentParser() |
| return parser |
|
|
| if __name__ == "__main__": |
| parser = get_parser() |
| args = parser.parse_args() |
|
|
| result_dir = os.path.join('./', 'results') |
| dynamicrafter_iface = dynamicrafter_demo(result_dir) |
| dynamicrafter_iface.queue(max_size=12) |
| dynamicrafter_iface.launch(max_threads=1, share = True) |
| |
