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| import os | |
| #os.system("pip install gfpgan") | |
| #os.system("pip freeze") | |
| #os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v0.2.0/GFPGANCleanv1-NoCE-C2.pth -P .") | |
| import random | |
| import gradio as gr | |
| from PIL import Image | |
| import torch | |
| # torch.hub.download_url_to_file('https://upload.wikimedia.org/wikipedia/commons/thumb/a/ab/Abraham_Lincoln_O-77_matte_collodion_print.jpg/1024px-Abraham_Lincoln_O-77_matte_collodion_print.jpg', 'lincoln.jpg') | |
| # torch.hub.download_url_to_file('https://upload.wikimedia.org/wikipedia/commons/5/50/Albert_Einstein_%28Nobel%29.png', 'einstein.png') | |
| # torch.hub.download_url_to_file('https://upload.wikimedia.org/wikipedia/commons/thumb/9/9d/Thomas_Edison2.jpg/1024px-Thomas_Edison2.jpg', 'edison.jpg') | |
| # torch.hub.download_url_to_file('https://upload.wikimedia.org/wikipedia/commons/thumb/a/a9/Henry_Ford_1888.jpg/1024px-Henry_Ford_1888.jpg', 'Henry.jpg') | |
| # torch.hub.download_url_to_file('https://upload.wikimedia.org/wikipedia/commons/thumb/0/06/Frida_Kahlo%2C_by_Guillermo_Kahlo.jpg/800px-Frida_Kahlo%2C_by_Guillermo_Kahlo.jpg', 'Frida.jpg') | |
| import cv2 | |
| import glob | |
| import numpy as np | |
| from basicsr.utils import imwrite | |
| from gfpgan import GFPGANer | |
| bg_upsampler = None | |
| # set up GFPGAN restorer | |
| restorer = GFPGANer( | |
| model_path='experiments/pretrained_models/GFPGANv1.3.pth', | |
| upscale=2, | |
| arch='clean', | |
| channel_multiplier=2, | |
| bg_upsampler=bg_upsampler) | |
| def inference(img): | |
| input_img = cv2.imread(img, cv2.IMREAD_COLOR) | |
| cropped_faces, restored_faces, restored_img = restorer.enhance( | |
| input_img, has_aligned=False, only_center_face=False, paste_back=True) | |
| #return Image.fromarray(restored_faces[0][:,:,::-1]) | |
| return Image.fromarray(restored_img[:, :, ::-1]) | |
| title = "让美好回忆更清晰" | |
| description = "上传老照片，点击Submit，稍等片刻，右侧Output将照片另存为即可。" | |
| article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2101.04061' target='_blank'论文地址 By 腾讯PCG</a> | <a href='https://huggingface.co/spaces/akhaliq/GFPGAN/' target='_blank'本项目克隆自akhaliq@huggingface</a> | <a href='https://github.com/TencentARC/GFPGAN' target='_blank'>Github Repo</a></p><center><img src='https://visitor-badge.glitch.me/badge?page_id=akhaliq_GFPGAN' alt='visitor badge'></center>" | |
| gr.Interface( | |
| inference, | |
| [gr.inputs.Image(type="filepath", label="Input")], | |
| gr.outputs.Image(type="pil", label="Output"), | |
| title=title, | |
| description=description, | |
| article=article, | |
| examples=[ | |
| ['lincoln.jpg'], | |
| ['einstein.png'], | |
| ['edison.jpg'], | |
| ['Henry.jpg'], | |
| ['Frida.jpg'] | |
| ] | |
| ).launch(enable_queue=True,cache_examples=True,share=True) | |