| import os | |
| import gradio as gr | |
| os.system("git clone https://github.com/AK391/PAMA.git") | |
| os.chdir("PAMA") | |
| os.system("gdown https://drive.google.com/uc?id=1rPB_qnelVVSad6CtadmhRFi0PMI_RKdy") | |
| os.mkdir("checkpoints") | |
| os.system("unzip -j original_PAMA.zip -d checkpoints/") | |
| def inference(content,style): | |
| os.system("python main.py eval --content "+content+" --style "+style) | |
| return "ics.jpg" | |
| title = "PAMA" | |
| description = "Gradio demo for PAMA: Consistent Style Transfer. To use it, simply upload your images, or click one of the examples to load them. Read more at the links below." | |
| article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2201.02233' target='_blank'>Consistent Style Transfer</a> | <a href='https://github.com/computer-vision2022/PAMA' target='_blank'>Github Repo</a></p>" | |
| examples=[['/home/user/app/PAMA/Hoover_Tower_Stanford_January_2013.jpeg','/home/user/app/PAMA/1513px-Van_Gogh_-_Starry_Night_-_Google_Art_Project.jpeg']] | |
| gr.Interface( | |
| inference, | |
| [gr.inputs.Image(type="filepath", label="Content"),gr.inputs.Image(type="filepath", label="Style")], | |
| gr.outputs.Image(type="file", label="Output"), | |
| title=title, | |
| description=description, | |
| article=article, | |
| examples=examples | |
| ).launch(enable_queue=True) |