Spaces:
Runtime error
Runtime error
Zongsheng
commited on
Commit
Β·
f857ecf
1
Parent(s):
692826c
add alinged case
Browse files
app.py
CHANGED
|
@@ -24,7 +24,7 @@ from basicsr.utils.download_util import load_file_from_url
|
|
| 24 |
cfg_path = 'configs/sample/iddpm_ffhq512_swinir.yaml'
|
| 25 |
configs = OmegaConf.load(cfg_path)
|
| 26 |
configs.aligned = False
|
| 27 |
-
configs.diffusion.timestep_respacing = '
|
| 28 |
|
| 29 |
# build the sampler for diffusion
|
| 30 |
sampler_dist = DifIRSampler(configs)
|
|
@@ -92,62 +92,62 @@ def predict(im_path, background_enhance, face_upsample, upscale, started_timeste
|
|
| 92 |
|
| 93 |
return image_restored, str(save_path)
|
| 94 |
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
|
| 130 |
-
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
|
| 134 |
-
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
|
| 138 |
-
|
| 139 |
-
|
| 140 |
-
|
| 141 |
-
|
| 142 |
-
|
| 143 |
-
|
| 144 |
-
|
| 145 |
-
|
| 146 |
-
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
|
| 153 |
-
|
|
|
|
| 24 |
cfg_path = 'configs/sample/iddpm_ffhq512_swinir.yaml'
|
| 25 |
configs = OmegaConf.load(cfg_path)
|
| 26 |
configs.aligned = False
|
| 27 |
+
configs.diffusion.timestep_respacing = '250'
|
| 28 |
|
| 29 |
# build the sampler for diffusion
|
| 30 |
sampler_dist = DifIRSampler(configs)
|
|
|
|
| 92 |
|
| 93 |
return image_restored, str(save_path)
|
| 94 |
|
| 95 |
+
title = "DifFace: Blind Face Restoration with Diffused Error Contraction"
|
| 96 |
+
description = r"""
|
| 97 |
+
<b>Official Gradio demo</b> for <a href='https://github.com/zsyOAOA/DifFace' target='_blank'><b>DifFace: Blind Face Restoration with Diffused Error Contraction</b></a>.<br>
|
| 98 |
+
π₯ DifFace is a robust face restoration algorithm for old or corrupted photos.<br>
|
| 99 |
+
"""
|
| 100 |
+
article = r"""
|
| 101 |
+
If DifFace is helpful for your work, please help to β the <a href='https://github.com/zsyOAOA/DifFace' target='_blank'>Github Repo</a>. Thanks!
|
| 102 |
+
[](https://github.com/zsyOAOA/DifFace)
|
| 103 |
+
|
| 104 |
+
---
|
| 105 |
+
|
| 106 |
+
π **Citation**
|
| 107 |
+
|
| 108 |
+
If our work is useful for your research, please consider citing:
|
| 109 |
+
```bibtex
|
| 110 |
+
@article{yue2022difface,
|
| 111 |
+
title={DifFace: Blind Face Restoration with Diffused Error Contraction},
|
| 112 |
+
author={Yue, Zongsheng and Loy, Chen Change},
|
| 113 |
+
journal={arXiv preprint arXiv:2212.06512},
|
| 114 |
+
year={2022}
|
| 115 |
+
}
|
| 116 |
+
```
|
| 117 |
+
|
| 118 |
+
π **License**
|
| 119 |
+
|
| 120 |
+
This project is licensed under <a rel="license" href="https://github.com/zsyOAOA/DifFace/blob/master/LICENSE">S-Lab License 1.0</a>.
|
| 121 |
+
Redistribution and use for non-commercial purposes should follow this license.
|
| 122 |
+
|
| 123 |
+
π§ **Contact**
|
| 124 |
+
If you have any questions, please feel free to contact me via <b>[email protected]</b>.
|
| 125 |
+

|
| 126 |
+
"""
|
| 127 |
+
|
| 128 |
+
demo = gr.Interface(
|
| 129 |
+
predict,
|
| 130 |
+
inputs=[
|
| 131 |
+
gr.Image(type="filepath", label="Input"),
|
| 132 |
+
gr.Checkbox(value=True, label="Background_Enhance"),
|
| 133 |
+
gr.Checkbox(value=True, label="Face_Upsample"),
|
| 134 |
+
gr.Number(value=2, label="Rescaling_Factor (up to 4)"),
|
| 135 |
+
gr.Slider(1, 160, value=100, step=10, label='Realism-Fidelity Trade-off')
|
| 136 |
+
],
|
| 137 |
+
outputs=[
|
| 138 |
+
gr.Image(type="numpy", label="Output"),
|
| 139 |
+
gr.outputs.File(label="Download the output")
|
| 140 |
+
],
|
| 141 |
+
title=title,
|
| 142 |
+
description=description,
|
| 143 |
+
article=article,
|
| 144 |
+
examples=[
|
| 145 |
+
['./testdata/whole_imgs/00.jpg', True, True, 2, 100],
|
| 146 |
+
['./testdata/whole_imgs/01.jpg', True, True, 2, 100],
|
| 147 |
+
['./testdata/whole_imgs/04.jpg', True, True, 2, 100],
|
| 148 |
+
['./testdata/whole_imgs/05.jpg', True, True, 2, 100],
|
| 149 |
+
]
|
| 150 |
+
)
|
| 151 |
+
|
| 152 |
+
demo.queue(concurrency_count=4)
|
| 153 |
+
demo.launch()
|