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import sqlite3 |
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import streamlit as st |
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from PIL import Image |
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from model import get_caption_model, generate_caption |
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from googletrans import Translator |
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import requests |
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st.set_page_config(page_title="Image Caption Generator", layout="wide") |
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translator = Translator() |
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SIGNUP_SUCCESS_MSG = "Signup successful! You can now login." |
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SIGNUP_ERROR_EXISTING_USER = "Username already exists. Please choose a different username." |
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LOGIN_SUCCESS_MSG = "Login successful!" |
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LOGIN_ERROR_INVALID_CREDENTIALS = "Login failed. Invalid username or password." |
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heading_style = "font-size: 24px; font-weight: bold; text-align: center;" |
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input_style = "margin-top: 10px; padding: 5px; width: 100%;" |
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@st.cache_resource |
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def create_table(): |
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with sqlite3.connect("login.db") as conn: |
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cursor = conn.cursor() |
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cursor.execute(''' |
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CREATE TABLE IF NOT EXISTS users ( |
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id INTEGER PRIMARY KEY AUTOINCREMENT, |
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username TEXT NOT NULL UNIQUE, |
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password TEXT NOT NULL, |
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email TEXT NOT NULL, |
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role TEXT NOT NULL |
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) |
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''') |
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def signup_section(): |
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st.markdown(f"<p style='{heading_style}'>Signup</p>", unsafe_allow_html=True) |
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st.markdown("<p style='text-align: center;'>Please fill in the details to sign up:</p>", unsafe_allow_html=True) |
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new_username = st.text_input("New Username", key="new_username", help="Choose a unique username") |
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new_password = st.text_input("New Password", type="password", key="new_password", help="Password should be at least 8 characters long") |
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new_email = st.text_input("Email", key="new_email", help="Enter a valid email address") |
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if st.button("Signup"): |
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if not new_username or not new_password or not new_email: |
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st.error("All fields are required for signup.") |
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return |
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role = "user" |
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try: |
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with sqlite3.connect("login.db") as conn: |
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cursor = conn.cursor() |
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cursor.execute("INSERT INTO users (username, password, email, role) VALUES (?, ?, ?, ?)", |
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(new_username, new_password, new_email, role)) |
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st.success(SIGNUP_SUCCESS_MSG) |
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st.balloons() |
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except sqlite3.IntegrityError: |
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st.error(SIGNUP_ERROR_EXISTING_USER) |
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def login_section(): |
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st.markdown(f"<p style='{heading_style}'>Login</p>", unsafe_allow_html=True) |
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st.markdown("<p style='text-align: center;'>Please enter your login details:</p>", unsafe_allow_html=True) |
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username = st.text_input("Username", key="login_username", help="Enter your username") |
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password = st.text_input("Password", type="password", key="login_password",help="Enter your password") |
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if st.button("Login"): |
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if not username or not password: |
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st.error("Username and password are required for login.") |
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return |
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try: |
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with sqlite3.connect("login.db") as conn: |
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cursor = conn.cursor() |
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cursor.execute("SELECT * FROM users WHERE username = ?", (username,)) |
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user = cursor.fetchone() |
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if user and user[2] == password: |
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st.success(LOGIN_SUCCESS_MSG) |
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st.write(f"You are logged in as: {user[1]}") |
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st.image("image.jpg", caption="Your Profile Image", width=100) |
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st.session_state.username = username |
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st.session_state.selected_tab = "Generate Caption" |
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st.balloons() |
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else: |
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st.error(LOGIN_ERROR_INVALID_CREDENTIALS) |
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except sqlite3.OperationalError as e: |
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st.error(f"An error occurred while trying to log in: {e}") |
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def main(): |
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create_table() |
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tabs = ["Signup", "Login", "Generate Caption"] |
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selected_tab = st.sidebar.selectbox("Navigation", tabs) |
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if selected_tab == "Signup": |
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signup_section() |
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elif selected_tab == "Login": |
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login_section() |
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elif selected_tab == "Generate Caption": |
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if hasattr(st.session_state, "username"): |
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st.title("Generate Caption") |
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st.markdown("Upload an image to generate a caption:") |
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with st.sidebar: |
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st.title("Options") |
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selected_languages = st.multiselect("Select languages for translation:", ['en', 'ta', 'hi', 'zh-cn', 'es', 'fr', 'de', 'it', 'ja']) |
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img_url = st.text_input("Enter Image URL:") |
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img_upload = st.file_uploader("Upload Image:", type=['jpg', 'png', 'jpeg']) |
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col1, col2 = st.columns([2, 3]) |
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if img_url or img_upload: |
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if img_url: |
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img = Image.open(requests.get(img_url, stream=True).raw) |
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else: |
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img = Image.open(img_upload) |
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img = img.convert('RGB') |
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col1.image(img, caption="Input Image", use_column_width=True) |
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caption_model = get_caption_model() |
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generated_caption = generate_caption(img, caption_model) |
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if generated_caption: |
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col2.markdown('<div style="margin-top: 15px; padding: 10px; background-color: #e6f7ff; border-radius: 5px;">' + generated_caption + '</div>', unsafe_allow_html=True) |
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else: |
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col2.markdown('<div style="margin-top: 15px; padding: 10px; background-color: #e6f7ff; border-radius: 5px;">Caption generation failed.</div>', unsafe_allow_html=True) |
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if generated_caption: |
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st.markdown("<p style='font-size: 24px; font-weight: bold; margin-bottom: 20px;'>Generated Caption:</p>", unsafe_allow_html=True) |
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st.write(generated_caption) |
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if "en" in selected_languages: |
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st.markdown("<p style='font-size: 24px; font-weight: bold; margin-bottom: 20px;'>Edit Caption:</p>", unsafe_allow_html=True) |
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edited_caption = st.text_area("Edit the caption", value=generated_caption) |
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if edited_caption: |
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st.markdown("<p style='font-size: 24px; font-weight: bold; margin-bottom: 20px;'>Edited Caption:</p>", unsafe_allow_html=True) |
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st.write(edited_caption) |
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for lang in selected_languages: |
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if lang != "en": |
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translated_caption = translator.translate(edited_caption, src="en", dest=lang) |
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st.markdown(f"<p style='font-size: 24px; font-weight: bold; margin-bottom: 20px;'>{lang.upper()} Translation:</p>", unsafe_allow_html=True) |
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st.write(translated_caption.text) |
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username = st.session_state.username |
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update_caption(username, edited_caption) |
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st.success("Caption updated and saved successfully!") |
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else: |
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st.info("Caption editing is only available for English language captions.") |
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else: |
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st.write("Please login to access this feature.") |
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if __name__ == "__main__": |
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main() |
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