From 73ddb69d386b32093d6cfb3c5876ffe18066507e Mon Sep 17 00:00:00 2001 From: Jianzhu Guo Date: Wed, 24 Jul 2024 22:22:43 +0800 Subject: [PATCH] feat: pose editing for source portraits (#212) * feat: edit-pose * feat: edit-pose * feat: edit pose (#207) * feat: edit-pose * chore: i2v cropper * chore: i2v cropper * chore: update gradio * chore: update gradio * chore: i2v cropper * chore: update * chore: update * doc: update readme * doc: update readme --------- Co-authored-by: zhangdingyun Co-authored-by: ZhizhouZhong <1819489045@qq.com> --- .gitignore | 1 + app.py | 74 ++++++++++++------ assets/docs/changelog/2024-07-24.md | 5 ++ assets/docs/pose-edit-2024-07-24.jpg | Bin 0 -> 222550 bytes assets/examples/driving/d20.mp4 | Bin 0 -> 462335 bytes assets/examples/source/s22.jpg | Bin 0 -> 159364 bytes assets/examples/source/s23.jpg | Bin 0 -> 83883 bytes .../gradio/gradio_description_retargeting.md | 2 +- assets/gradio/gradio_description_upload.md | 3 + readme.md | 3 +- src/config/argument_config.py | 4 +- src/config/crop_config.py | 1 + src/config/inference_config.py | 2 +- src/gradio_pipeline.py | 74 ++++++++++++++---- src/live_portrait_pipeline.py | 25 +++--- src/utils/cropper.py | 20 ++++- src/utils/filter.py | 2 +- 17 files changed, 158 insertions(+), 58 deletions(-) create mode 100644 assets/docs/changelog/2024-07-24.md create mode 100644 assets/docs/pose-edit-2024-07-24.jpg create mode 100644 assets/examples/driving/d20.mp4 create mode 100644 assets/examples/source/s22.jpg create mode 100644 assets/examples/source/s23.jpg diff --git a/.gitignore b/.gitignore index c7612d0..a6a28fc 100644 --- a/.gitignore +++ b/.gitignore @@ -21,3 +21,4 @@ animations/* tmp/* .vscode/launch.json **/*.DS_Store +gradio_temp/** diff --git a/app.py b/app.py index 9b59a4d..ad2b4f8 100644 --- a/app.py +++ b/app.py @@ -4,6 +4,7 @@ The entrance of the gradio """ +import os import tyro import subprocess import gradio as gr @@ -47,6 +48,9 @@ gradio_pipeline = GradioPipeline( args=args ) +if args.gradio_temp_dir not in (None, ''): + os.environ["GRADIO_TEMP_DIR"] = args.gradio_temp_dir + os.makedirs(args.gradio_temp_dir, exist_ok=True) def gpu_wrapped_execute_video(*args, **kwargs): return gradio_pipeline.execute_video(*args, **kwargs) @@ -69,25 +73,27 @@ data_examples_i2v = [ [osp.join(example_portrait_dir, "s2.jpg"), osp.join(example_video_dir, "d13.mp4"), True, True, True, True], ] data_examples_v2v = [ - [osp.join(example_portrait_dir, "s13.mp4"), osp.join(example_video_dir, "d0.mp4"), True, True, True, False, False, 1e-7], - # [osp.join(example_portrait_dir, "s14.mp4"), osp.join(example_video_dir, "d18.mp4"), True, True, True, False, False, 1e-7], - # [osp.join(example_portrait_dir, "s15.mp4"), osp.join(example_video_dir, "d19.mp4"), True, True, True, False, False, 1e-7], - [osp.join(example_portrait_dir, "s18.mp4"), osp.join(example_video_dir, "d6.mp4"), True, True, True, False, False, 1e-7], - # [osp.join(example_portrait_dir, "s19.mp4"), osp.join(example_video_dir, "d6.mp4"), True, True, True, False, False, 1e-7], - [osp.join(example_portrait_dir, "s20.mp4"), osp.join(example_video_dir, "d0.mp4"), True, True, True, False, False, 1e-7], + [osp.join(example_portrait_dir, "s13.mp4"), osp.join(example_video_dir, "d0.mp4"), True, True, True, False, False, 3e-7], + # [osp.join(example_portrait_dir, "s14.mp4"), osp.join(example_video_dir, "d18.mp4"), True, True, True, False, False, 3e-7], + # [osp.join(example_portrait_dir, "s15.mp4"), osp.join(example_video_dir, "d19.mp4"), True, True, True, False, False, 3e-7], + [osp.join(example_portrait_dir, "s18.mp4"), osp.join(example_video_dir, "d6.mp4"), True, True, True, False, False, 3e-7], + # [osp.join(example_portrait_dir, "s19.mp4"), osp.join(example_video_dir, "d6.mp4"), True, True, True, False, False, 3e-7], + [osp.join(example_portrait_dir, "s20.mp4"), osp.join(example_video_dir, "d0.mp4"), True, True, True, False, False, 3e-7], ] #################### interface logic #################### # Define components first +retargeting_source_scale = gr.Number(minimum=1.8, maximum=3.2, value=2.5, step=0.05, label="crop scale") eye_retargeting_slider = gr.Slider(minimum=0, maximum=0.8, step=0.01, label="target eyes-open ratio") lip_retargeting_slider = gr.Slider(minimum=0, maximum=0.8, step=0.01, label="target lip-open ratio") +head_pitch_slider = gr.Slider(minimum=-15.0, maximum=15.0, value=0, step=1, label="relative pitch") +head_yaw_slider = gr.Slider(minimum=-25, maximum=25, value=0, step=1, label="relative yaw") +head_roll_slider = gr.Slider(minimum=-15.0, maximum=15.0, value=0, step=1, label="relative roll") retargeting_input_image = gr.Image(type="filepath") output_image = gr.Image(type="numpy") output_image_paste_back = gr.Image(type="numpy") output_video_i2v = gr.Video(autoplay=False) output_video_concat_i2v = gr.Video(autoplay=False) -# output_video_v2v = gr.Video(autoplay=False) -# output_video_concat_v2v = gr.Video(autoplay=False) with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta Sans")])) as demo: @@ -108,6 +114,8 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San [osp.join(example_portrait_dir, "s5.jpg")], [osp.join(example_portrait_dir, "s7.jpg")], [osp.join(example_portrait_dir, "s12.jpg")], + [osp.join(example_portrait_dir, "s22.jpg")], + [osp.join(example_portrait_dir, "s23.jpg")], ], inputs=[source_image_input], cache_examples=False, @@ -149,6 +157,7 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San [osp.join(example_video_dir, "d19.mp4")], [osp.join(example_video_dir, "d14.mp4")], [osp.join(example_video_dir, "d6.mp4")], + [osp.join(example_video_dir, "d20.mp4")], ], inputs=[driving_video_input], cache_examples=False, @@ -168,14 +177,11 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San flag_relative_input = gr.Checkbox(value=True, label="relative motion") flag_remap_input = gr.Checkbox(value=True, label="paste-back") flag_video_editing_head_rotation = gr.Checkbox(value=False, label="relative head rotation (v2v)") - driving_smooth_observation_variance = gr.Number(value=1e-7, label="motion smooth strength (v2v)", minimum=1e-11, maximum=1e-2, step=1e-8) + driving_smooth_observation_variance = gr.Number(value=3e-7, label="motion smooth strength (v2v)", minimum=1e-11, maximum=1e-2, step=1e-8) gr.Markdown(load_description("assets/gradio/gradio_description_animate_clear.md")) with gr.Row(): - with gr.Column(): - process_button_animation = gr.Button("๐Ÿš€ Animate", variant="primary") - with gr.Column(): - process_button_reset = gr.ClearButton([source_image_input, source_video_input, driving_video_input, output_video_i2v, output_video_concat_i2v], value="๐Ÿงน Clear") + process_button_animation = gr.Button("๐Ÿš€ Animate", variant="primary") with gr.Row(): with gr.Column(): with gr.Accordion(open=True, label="The animated video in the original image space"): @@ -183,6 +189,8 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San with gr.Column(): with gr.Accordion(open=True, label="The animated video"): output_video_concat_i2v.render() + with gr.Row(): + process_button_reset = gr.ClearButton([source_image_input, source_video_input, driving_video_input, output_video_i2v, output_video_concat_i2v], value="๐Ÿงน Clear") with gr.Row(): # Examples @@ -227,20 +235,15 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San # Retargeting gr.Markdown(load_description("assets/gradio/gradio_description_retargeting.md"), visible=True) with gr.Row(visible=True): + retargeting_source_scale.render() eye_retargeting_slider.render() lip_retargeting_slider.render() + with gr.Row(visible=True): + head_pitch_slider.render() + head_yaw_slider.render() + head_roll_slider.render() with gr.Row(visible=True): process_button_retargeting = gr.Button("๐Ÿš— Retargeting", variant="primary") - process_button_reset_retargeting = gr.ClearButton( - [ - eye_retargeting_slider, - lip_retargeting_slider, - retargeting_input_image, - output_image, - output_image_paste_back - ], - value="๐Ÿงน Clear" - ) with gr.Row(visible=True): with gr.Column(): with gr.Accordion(open=True, label="Retargeting Input"): @@ -253,6 +256,8 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San [osp.join(example_portrait_dir, "s5.jpg")], [osp.join(example_portrait_dir, "s7.jpg")], [osp.join(example_portrait_dir, "s12.jpg")], + [osp.join(example_portrait_dir, "s22.jpg")], + [osp.join(example_portrait_dir, "s23.jpg")], ], inputs=[retargeting_input_image], cache_examples=False, @@ -263,15 +268,30 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San with gr.Column(): with gr.Accordion(open=True, label="Paste-back Result"): output_image_paste_back.render() + with gr.Row(visible=True): + process_button_reset_retargeting = gr.ClearButton( + [ + eye_retargeting_slider, + lip_retargeting_slider, + head_pitch_slider, + head_yaw_slider, + head_roll_slider, + retargeting_input_image, + output_image, + output_image_paste_back + ], + value="๐Ÿงน Clear" + ) # binding functions for buttons process_button_retargeting.click( # fn=gradio_pipeline.execute_image, fn=gpu_wrapped_execute_image, - inputs=[eye_retargeting_slider, lip_retargeting_slider, retargeting_input_image, flag_do_crop_input], + inputs=[eye_retargeting_slider, lip_retargeting_slider, head_pitch_slider, head_yaw_slider, head_roll_slider, retargeting_input_image, retargeting_source_scale, flag_do_crop_input], outputs=[output_image, output_image_paste_back], show_progress=True ) + process_button_animation.click( fn=gpu_wrapped_execute_video, inputs=[ @@ -296,6 +316,12 @@ with gr.Blocks(theme=gr.themes.Soft(font=[gr.themes.GoogleFont("Plus Jakarta San show_progress=True ) + retargeting_input_image.change( + fn=gradio_pipeline.init_retargeting, + inputs=[retargeting_source_scale, retargeting_input_image], + outputs=[eye_retargeting_slider, lip_retargeting_slider] + ) + demo.launch( server_port=args.server_port, share=args.share, diff --git a/assets/docs/changelog/2024-07-24.md b/assets/docs/changelog/2024-07-24.md new file mode 100644 index 0000000..e54aa45 --- /dev/null +++ b/assets/docs/changelog/2024-07-24.md @@ -0,0 +1,5 @@ +

+ LivePortrait +
+ Pose Editing Interface in the Gradio Interface +

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