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app.py
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app.py
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import streamlit as st
import os
from PIL import Image
import google.generativeai as genai
st.title('Image Captioning and Tagging')
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "png", "jpeg"])
API_KEY = st.text_input("Enter your API Key: Get your Google Studio API key from [here](https://makersuite.google.com/app/apikey)", type="password")
if uploaded_file is not None:
if st.button('Upload'):
if API_KEY.strip() == '':
st.error('Enter a valid API key')
else:
file_path = os.path.join("temp", uploaded_file.name)
with open(file_path, "wb") as f:
f.write(uploaded_file.getvalue())
img = Image.open(file_path)
try:
genai.configure(api_key=API_KEY)
model = genai.GenerativeModel('gemini-pro-vision')
caption = model.generate_content(["Write a caption for the image in english",img])
tags=model.generate_content(["Generate 5 hash tags for the image in a line in english",img])
st.image(img, caption=f"Caption: {caption.text}")
st.write(f"Tags: {tags.text}")
except Exception as e:
error_msg = str(e)
if "API_KEY_INVALID" in error_msg:
st.error("Invalid API Key. Please enter a valid API Key.")
else:
st.error(f"Failed to configure API due to {error_msg}")
footer="""
<style>
a:link, a:visited {
color: blue;
text-decoration: dotted; /* Remove underline */
}
a:hover, a:active {
color: skyblue;
}
.footer .p{
font-size:10px;
}
/* Footer */
.footer {
position:fixed;
left: 0;
bottom: 0;
width: 100%;
height:10%;
font-size:15px;
color: white;
text-align: center;
padding: 10px 0;
}
.footer p{
font-size:20px;
}
.footer a:hover {
color: white;
}
</style>
<div class="footer">
<p>Developed with ❤ by <a href="https://www.linkedin.com/in/sgvkamalakar" target="_blank">sgvkamalakar</a></p>
</div>
"""
st.markdown(footer,unsafe_allow_html=True)