app.py

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(input,image):
    model = genai.GenerativeModel('gemini-pro-vision')
    if input!="":
        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])
    else:
        new_input=''
        new_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 and the extra feature provide that you mant in image are as follows '''+input
        response = model.generate_content([new_input,image])
    return response.text

st.set_page_config(page_title="Prompt generation from image")
st.header("Application")

input=st.text_input("Any special change in image you want to specify: ",key="input")
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(input,image)
    st.subheader("The Generated Prompt is")
    st.write(response)