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| import PIL.Image | |
| import streamlit as st | |
| import google.generativeai as genai | |
| import os | |
| from PIL import Image | |
| def DETECTIMAGE(): | |
| st.title("Create photoshoot visual") | |
| # Set the directory where the uploaded images will be saved | |
| UPLOAD_DIR = 'Assets/uploaded_images' | |
| # Create the directory if it doesn't exist | |
| if not os.path.exists(UPLOAD_DIR): | |
| os.makedirs(UPLOAD_DIR) | |
| # Streamlit app title | |
| st.header("Upload Image") | |
| # File uploader allows user to upload an image | |
| uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"]) | |
| if uploaded_file is not None: | |
| with st.spinner('Processing the image...'): | |
| # Open the uploaded image | |
| image = Image.open(uploaded_file) | |
| # Save the uploaded image to the specified directory | |
| image_path = os.path.join(UPLOAD_DIR, uploaded_file.name) | |
| image.save(image_path) | |
| img = PIL.Image.open(image_path) | |
| st.image(img, caption="Uploaded Image") | |
| # Or use `os.getenv('GOOGLE_API_KEY')` to fetch an environment variable. | |
| GOOGLE_API_KEY = st.secrets["GOOGLE_API_KEY"] | |
| genai.configure(api_key=GOOGLE_API_KEY) | |
| model = genai.GenerativeModel('gemini-1.5-flash') | |
| # Generate content | |
| response = model.generate_content(["Is the image anything from this list? (Shoe,Sneaker, Bottle, Cup, Sandal, Perfume, Toy, Sunglasses, Car, Water Bottle,Chair, Office Chair, Can, Cap, Hat, Couch, Wristwatch, Glass, Bag, Handbag, Baggage, Suitcase, Headphones, Jar, Vase) If yes then give only the object name, if no simply say 'Not Recognized' and dont give any fullstop at the end.", img], stream=True) | |
| response.resolve() | |
| st.subheader(f"Output: {response.text}") | |
| if __name__ == "__main__": | |
| DETECTIMAGE() | |