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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) |