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import streamlit as st
import os
from PIL import Image
import google.generativeai as genai
secret_key = os.getenv("SECRET_KEY")
genai.configure(api_key=secret_key)
def get_gemini_response(image):
model = genai.GenerativeModel('gemini-1.5-flash')
input='''You are a prompt generator.You will get an image.
Your work is to write a prompt such that an image generator model would create most identical picture
as the image given to you'''
response = model.generate_content([input,image])
return response.text
st.set_page_config(page_title="Prompt generation from image")
st.header("Application")
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
image=""
if uploaded_file is not None:
image = Image.open(uploaded_file)
st.image(image, caption="Uploaded Image.", use_column_width=True)
submit=st.button("Generate Prompt")
if submit:
response=get_gemini_response(image)
st.subheader("The Generated Prompt is")
st.write(response) |