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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() | |