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Browse files- .gitattributes +1 -0
- README.md +1 -1
- app.py +30 -2
- images/95UF6LXe-Lo.jpg +3 -0
- images/ILip77SbmOE.jpg +3 -0
- images/README.md +7 -0
- images/et_78QkMMQs.jpg +3 -0
- images/rDEOVtE7vOs.jpg +3 -0
.gitattributes
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README.md
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 3.0.
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app_file: app.py
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pinned: false
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---
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 3.0.3
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app_file: app.py
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pinned: false
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---
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app.py
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@@ -4,6 +4,7 @@ from __future__ import annotations
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import argparse
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import os
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import sys
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from typing import Callable
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return gr.Markdown.update(value=text)
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def main():
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args = parse_args()
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app = App(device=torch.device(args.device))
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<center><img id="overview" src="https://raw.githubusercontent.com/williamyang1991/DualStyleGAN/main/doc_images/overview.jpg" alt="overview"></center>
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''')
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with gr.Box():
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gr.Markdown('''## Step 1 (Preprocess Input Image)
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- Drop an image containing a near-frontal face to the **Input Image**.
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- If there are multiple faces in the image, hit the Edit button in the upper right corner and crop the input image beforehand.
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- Hit the **Detect & Align Face** button.
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- Hit the **Reconstruct Face** button.
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- The final result will be based on this **Reconstructed Face**. So, if the reconstructed image is not satisfactory, you may want to change the input image.
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with gr.Column():
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output_image = gr.Image(label='Output Image')
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gr.Markdown(
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'Related App: [https://huggingface.co/spaces/hysts/DualStyleGAN](https://huggingface.co/spaces/hysts/DualStyleGAN)'
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gr.Markdown(
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'<center><img src="https://visitor-badge.glitch.me/badge?page_id=gradio-blocks.dualstylegan" alt="visitor badge"/></center>'
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)
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detect_button.click(fn=app.detect_and_align_face,
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inputs=input_image,
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outputs=face_image)
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import argparse
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import os
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import pathlib
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import sys
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from typing import Callable
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return gr.Markdown.update(value=text)
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def set_example(example: list) -> list[dict]:
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return [
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gr.Image.update(value=example[0]),
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gr.Radio.update(value=example[1]),
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gr.Slider.update(value=example[2]),
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gr.Slider.update(value=example[3]),
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gr.Slider.update(value=example[4]),
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gr.Checkbox.update(value=example[5]),
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]
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def main():
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args = parse_args()
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app = App(device=torch.device(args.device))
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<center><img id="overview" src="https://raw.githubusercontent.com/williamyang1991/DualStyleGAN/main/doc_images/overview.jpg" alt="overview"></center>
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''')
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with gr.Box():
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gr.Markdown('''## Step 1 (Preprocess Input Image)
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- Drop an image containing a near-frontal face to the **Input Image**.
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- If there are multiple faces in the image, hit the Edit button in the upper right corner and crop the input image beforehand.
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- You can also load example inputs from the **Examples** section at the bottom of this page.
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- Hit the **Detect & Align Face** button.
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- Hit the **Reconstruct Face** button.
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- The final result will be based on this **Reconstructed Face**. So, if the reconstructed image is not satisfactory, you may want to change the input image.
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with gr.Column():
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output_image = gr.Image(label='Output Image')
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with gr.Box():
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gr.Markdown('## Examples')
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paths = sorted(pathlib.Path('images').glob('*.jpg'))
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samples = [[path.as_posix(), 'cartoon', 26, 0.6, 1.0, False]
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for path in paths]
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examples = gr.Dataset(components=[
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input_image, style_type, style_index, structure_weight,
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color_weight, structure_only
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],
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samples=samples)
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gr.Markdown(
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'Related App: [https://huggingface.co/spaces/hysts/DualStyleGAN](https://huggingface.co/spaces/hysts/DualStyleGAN)'
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)
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gr.Markdown(
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'<center><img src="https://visitor-badge.glitch.me/badge?page_id=gradio-blocks.dualstylegan" alt="visitor badge"/></center>'
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)
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examples.click(fn=set_example,
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inputs=examples,
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outputs=examples.components)
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detect_button.click(fn=app.detect_and_align_face,
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inputs=input_image,
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outputs=face_image)
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images/95UF6LXe-Lo.jpg
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Git LFS Details
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images/ILip77SbmOE.jpg
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Git LFS Details
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images/README.md
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@@ -0,0 +1,7 @@
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These images are freely-usable ones from [Unsplash](https://unsplash.com/).
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- https://unsplash.com/photos/rDEOVtE7vOs
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- https://unsplash.com/photos/et_78QkMMQs
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- https://unsplash.com/photos/ILip77SbmOE
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- https://unsplash.com/photos/95UF6LXe-Lo
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images/et_78QkMMQs.jpg
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Git LFS Details
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images/rDEOVtE7vOs.jpg
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Git LFS Details
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