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6123f34 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | import streamlit as st
from PIL import Image
from io import BytesIO
from image_captioning import generate_captions
import requests
import numpy as np
def main():
st.title("Image Captioning App")
st.write("Upload an image or enter the URL of an image.")
# Image upload section
upload_option = st.radio("Select an option", ("Upload Image", "Image URL"))
if upload_option == "Upload Image":
uploaded_file = st.file_uploader("Choose an image", type=["jpg", "jpeg", "png"])
if uploaded_file is not None:
image = Image.open(uploaded_file)
st.image(image, caption="Uploaded Image", use_column_width=True)
else:
image_url = st.text_input("Enter the URL of an image")
if image_url:
try:
response = requests.get(image_url)
image = Image.open(BytesIO(response.content))
st.image(image, caption="Image from URL", use_column_width=True)
except:
st.error("Invalid image URL. Please enter a valid URL.")
if uploaded_file or image_url:
captions = generate_captions(image)
# Display the generated captions in the web interface
if __name__ == '__main__':
main()
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