Spaces:
Running
on
L4
Running
on
L4
| import os, sys | |
| import tempfile | |
| import gradio as gr | |
| from src.gradio_demo import SadTalker | |
| # from src.utils.text2speech import TTSTalker | |
| from huggingface_hub import snapshot_download | |
| def get_source_image(image): | |
| return image | |
| try: | |
| import webui # in webui | |
| in_webui = True | |
| except: | |
| in_webui = False | |
| def toggle_audio_file(choice): | |
| if choice == False: | |
| return gr.update(visible=True), gr.update(visible=False) | |
| else: | |
| return gr.update(visible=False), gr.update(visible=True) | |
| def ref_video_fn(path_of_ref_video): | |
| if path_of_ref_video is not None: | |
| return gr.update(value=True) | |
| else: | |
| return gr.update(value=False) | |
| def download_model(): | |
| REPO_ID = 'vinthony/SadTalker-V002rc' | |
| snapshot_download(repo_id=REPO_ID, local_dir='./checkpoints', local_dir_use_symlinks=True) | |
| def sadtalker_demo(): | |
| download_model() | |
| sad_talker = SadTalker(lazy_load=True) | |
| # tts_talker = TTSTalker() | |
| with gr.Blocks(analytics_enabled=False) as sadtalker_interface: | |
| gr.Markdown("<div align='center'> <h2> 😭 SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation (CVPR 2023) </span> </h2> \ | |
| <a style='font-size:18px;color: #efefef' href='https://arxiv.org/abs/2211.12194'>Arxiv</a> \ | |
| <a style='font-size:18px;color: #efefef' href='https://sadtalker.github.io'>Homepage</a> \ | |
| <a style='font-size:18px;color: #efefef' href='https://github.com/Winfredy/SadTalker'> Github </div>") | |
| gr.Markdown(""" | |
| <b>You may duplicate the space and upgrade to GPU in settings for better performance and faster inference without waiting in the queue. <a style='display:inline-block' href="https://huggingface.co/spaces/vinthony/SadTalker?duplicate=true"><img src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a></b> \ | |
| <br/><b>Alternatively, try our GitHub <a href=https://github.com/Winfredy/SadTalker> code </a> on your own GPU. </b> <a style='display:inline-block' href="https://github.com/Winfredy/SadTalker"><img src="https://img.shields.io/github/stars/Winfredy/SadTalker?style=social"/></a> \ | |
| """) | |
| with gr.Row().style(equal_height=False): | |
| with gr.Column(variant='panel'): | |
| with gr.Tabs(elem_id="sadtalker_source_image"): | |
| with gr.TabItem('Source image'): | |
| with gr.Row(): | |
| source_image = gr.Image(label="Source image", source="upload", type="filepath", elem_id="img2img_image").style(width=512) | |
| with gr.Tabs(elem_id="sadtalker_driven_audio"): | |
| with gr.TabItem('Driving Methods'): | |
| gr.Markdown("Possible driving combinations: <br> 1. Audio only 2. Audio/IDLE Mode + Ref Video(pose, blink, pose+blink) 3. IDLE Mode only 4. Ref Video only (all) ") | |
| with gr.Row(): | |
| driven_audio = gr.Audio(label="Input audio", source="upload", type="filepath") | |
| driven_audio_no = gr.Audio(label="Use IDLE mode, no audio is required", source="upload", type="filepath", visible=False) | |
| with gr.Column(): | |
| use_idle_mode = gr.Checkbox(label="Use Idle Animation") | |
| length_of_audio = gr.Number(value=5, label="The length(seconds) of the generated video.") | |
| use_idle_mode.change(toggle_audio_file, inputs=use_idle_mode, outputs=[driven_audio, driven_audio_no]) # todo | |
| with gr.Row(): | |
| ref_video = gr.Video(label="Reference Video", source="upload", type="filepath", elem_id="vidref").style(width=512) | |
| with gr.Column(): | |
| use_ref_video = gr.Checkbox(label="Use Reference Video") | |
| ref_info = gr.Radio(['pose', 'blink','pose+blink', 'all'], value='pose', label='Reference Video',info="How to borrow from reference Video?((fully transfer, aka, video driving mode))") | |
| ref_video.change(ref_video_fn, inputs=ref_video, outputs=[use_ref_video]) # todo | |
| with gr.Column(variant='panel'): | |
| with gr.Tabs(elem_id="sadtalker_checkbox"): | |
| with gr.TabItem('Settings'): | |
| gr.Markdown("need help? please visit our [[best practice page](https://github.com/OpenTalker/SadTalker/blob/main/docs/best_practice.md)] for more detials") | |
| with gr.Column(variant='panel'): | |
| # width = gr.Slider(minimum=64, elem_id="img2img_width", maximum=2048, step=8, label="Manually Crop Width", value=512) # img2img_width | |
| # height = gr.Slider(minimum=64, elem_id="img2img_height", maximum=2048, step=8, label="Manually Crop Height", value=512) # img2img_width | |
| with gr.Row(): | |
| pose_style = gr.Slider(minimum=0, maximum=45, step=1, label="Pose style", value=0) # | |
| exp_weight = gr.Slider(minimum=0, maximum=3, step=0.1, label="expression scale", value=1) # | |
| blink_every = gr.Checkbox(label="use eye blink", value=True) | |
| with gr.Row(): | |
| size_of_image = gr.Radio([256, 512], value=256, label='face model resolution', info="use 256/512 model?") # | |
| preprocess_type = gr.Radio(['crop', 'resize','full', 'extcrop', 'extfull'], value='crop', label='preprocess', info="How to handle input image?") | |
| with gr.Row(): | |
| is_still_mode = gr.Checkbox(label="Still Mode (fewer head motion, works with preprocess `full`)") | |
| facerender = gr.Radio(['facevid2vid','pirender'], value='facevid2vid', label='facerender', info="which face render?") | |
| with gr.Row(): | |
| batch_size = gr.Slider(label="batch size in generation", step=1, maximum=10, value=1) | |
| enhancer = gr.Checkbox(label="GFPGAN as Face enhancer") | |
| submit = gr.Button('Generate', elem_id="sadtalker_generate", variant='primary') | |
| with gr.Tabs(elem_id="sadtalker_genearted"): | |
| gen_video = gr.Video(label="Generated video", format="mp4").style(width=256) | |
| submit.click( | |
| fn=sad_talker.test, | |
| inputs=[source_image, | |
| driven_audio, | |
| preprocess_type, | |
| is_still_mode, | |
| enhancer, | |
| batch_size, | |
| size_of_image, | |
| pose_style, | |
| facerender, | |
| exp_weight, | |
| use_ref_video, | |
| ref_video, | |
| ref_info, | |
| use_idle_mode, | |
| length_of_audio, | |
| blink_every | |
| ], | |
| outputs=[gen_video] | |
| ) | |
| with gr.Row(): | |
| examples = [ | |
| [ | |
| 'examples/source_image/full_body_1.png', | |
| 'examples/driven_audio/bus_chinese.wav', | |
| 'crop', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/full_body_2.png', | |
| 'examples/driven_audio/japanese.wav', | |
| 'crop', | |
| False, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/full3.png', | |
| 'examples/driven_audio/deyu.wav', | |
| 'crop', | |
| False, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full4.jpeg', | |
| 'examples/driven_audio/eluosi.wav', | |
| 'full', | |
| False, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full4.jpeg', | |
| 'examples/driven_audio/imagine.wav', | |
| 'full', | |
| True, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full_body_1.png', | |
| 'examples/driven_audio/bus_chinese.wav', | |
| 'full', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_13.png', | |
| 'examples/driven_audio/fayu.wav', | |
| 'resize', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_5.png', | |
| 'examples/driven_audio/chinese_news.wav', | |
| 'resize', | |
| False, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_5.png', | |
| 'examples/driven_audio/RD_Radio31_000.wav', | |
| 'resize', | |
| True, | |
| True | |
| ], | |
| ] | |
| gr.Examples(examples=examples, | |
| inputs=[ | |
| source_image, | |
| driven_audio, | |
| preprocess_type, | |
| is_still_mode, | |
| enhancer], | |
| outputs=[gen_video], | |
| fn=sad_talker.test, | |
| cache_examples=os.getenv('SYSTEM') == 'spaces') # | |
| return sadtalker_interface | |
| if __name__ == "__main__": | |
| demo = sadtalker_demo() | |
| demo.queue(max_size=10, default_concurrency_limit=5) | |
| demo.launch(debug=True) | |