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import gradio as gr
from SegCloth import segment_clothing
def segment(img, clothes):
return segment_clothing(img, clothes)
iface = gr.Interface(fn=segment,
inputs=[gr.Image(type='pil', label='Image'),
gr.Dropdown(choices=["Hat", "Upper-clothes", "Skirt", "Pants", "Dress", "Belt", "Left-shoe", "Right-shoe", "Scarf"],
value=["Hat", "Upper-clothes", "Skirt", "Pants", "Dress", "Belt", "Left-shoe", "Right-shoe", "Scarf"],
multiselect=True,
label='Clothing')],
outputs=gr.Image(label='Clothes Extractor'),
title='Clothes Extractor',
description="Upload an image of a person wearing clothing and select below which piece of clothing to extract from the image.",
examples=[
['./1.jpg', ["Hat", "Upper-clothes", "Skirt", "Pants", "Dress", "Belt", "Left-shoe", "Right-shoe", "Scarf"]],
['./Model 1.jpg', ["Pants", "Upper-clothes"]],
['./Model 2.jpg', ["Pants", "Upper-clothes"]],
['./Model 3.jpg', ["Pants", "Upper-clothes"]],
['./Model 4.jpg', ["Pants", "Upper-clothes"]],
['./Model 5.jpg', ["Pants", "Upper-clothes"]],
['./Model 6.jpg', ["Pants", "Upper-clothes"]],
['./Model 7.jpg', ["Pants", "Upper-clothes"]],
],
theme=gr.themes.Base(primary_hue="teal", secondary_hue="teal", neutral_hue="slate"))
iface.launch()