Tanapol commited on
Commit
f90ae9e
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1 Parent(s): 19c2421

Update app.py

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  1. app.py +22 -0
app.py CHANGED
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+ import streamlit as st
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+ from transformers import pipeline
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+ import matplotlib.pyplot as plt
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+ import requests
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+ from PIL import Image
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+
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+ obj_model = pipeline("object-detection", model="facebook/detr-resnet-50")
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+
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+ def get_img_from_url(url):
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+ return Image.open(requests.get(url, stream=True).raw)
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+
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+ def main():
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+ st.title("Object Detection")
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+
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+ with st.form("text_field"):
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+ url = st.text_input("URL to some image")
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+ img = get_img_from_url(url)
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+ # clicked==True only when the button is clicked
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+ clicked = st.form_submit_button("Submit")
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+ if clicked:
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+ results = obj_model(img)
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+ st.json(results)