Ahsen Khaliq
Update app.py
da8cf49
import gradio as gr
import os
def inference(image):
os.system("python -m openpifpaf.predict "+image.name+" --checkpoint=shufflenetv2k30-wholebody --line-width=2 -o out.jpg")
return "out.jpg"
title = "Keypoint Communities"
description = "Gradio demo for Keypoint Communities: a fast bottom-up method that jointly detects over 100 keypoints on humans or objects, also referred to as human/object pose estimation. To use it, simply upload your image, 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/2110.00988' target='_blank'>Keypoint Communities</a> | <a href='https://github.com/DuncanZauss/Keypoint_Communities' target='_blank'>Github Repo</a></p>"
examples=[['soccer.jpeg']]
gr.Interface(
inference,
gr.inputs.Image(type="file", label="Input"),
gr.outputs.Image(type="file", label="Output"),
title=title,
description=description,
article=article,
enable_queue=True,
examples=examples
).launch(debug=True)