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Update dashboard.py
Browse files- dashboard.py +85 -57
dashboard.py
CHANGED
@@ -1,4 +1,5 @@
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import gradio as gr
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import re
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import bcrypt
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import numpy as np
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@@ -7,22 +8,9 @@ from PIL import Image
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import tensorflow as tf
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import os
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import warnings
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import requests
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import json
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from pages import about, community, user_guide
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# --- Config ---
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SUPABASE_URL = "https://fpbuhzbdtzwomjwytqul.supabase.co"
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SUPABASE_API_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImZwYnVoemJkdHp3b21qd3l0cXVsIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NTE5NDk3NzYsImV4cCI6MjA2NzUyNTc3Nn0.oAa2TNNPQMyOGk63AOMZ7XKcwYvy5m-xoSWyvMZd6FY"
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SUPABASE_TABLE = "user_details"
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headers = {
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"apikey": SUPABASE_API_KEY,
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"Authorization": f"Bearer {SUPABASE_API_KEY}",
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"Content-Type": "application/json"
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}
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# --- Setup ---
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os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
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warnings.filterwarnings("ignore")
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@@ -44,6 +32,22 @@ with warnings.catch_warnings():
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warnings.simplefilter("ignore")
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deepfake_model = tf.keras.models.load_model(MODEL_PATH)
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# --- Helpers ---
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def is_valid_email(email): return re.match(r"[^@]+@[^@]+\.[^@]+", email)
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def is_valid_phone(phone): return re.match(r"^[0-9]{10}$", phone)
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@@ -63,43 +67,44 @@ def predict_image(image):
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label = "β
Real Image" if prediction >= 0.5 else "β οΈ Fake Image"
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return f"{label} (Confidence: {confidence:.2%})"
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def register_user(name, phone, email, password):
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if not all([name, phone, email, password]): return "β All fields are required for signup."
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if not is_valid_email(email): return "β Invalid email format."
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if not is_valid_phone(phone): return "β Phone must be 10 digits."
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"
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"
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"password": hashed_pw
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}
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r = requests.post(f"{SUPABASE_URL}/rest/v1/{SUPABASE_TABLE}", headers=headers, data=json.dumps(data))
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return "β
Registration successful! Please log in." if r.status_code == 201 else "β Error during registration."
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def login_user(email, password):
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# --- UI ---
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with gr.Blocks(theme=gr.themes.Soft(), title="Deepfake
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is_logged_in = gr.State(False)
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LOGIN_TAB_NAME = "π Login"
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DETECT_TAB_NAME = "π§ͺ
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ABOUT_TAB_NAME = "βΉοΈ About"
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COMMUNITY_TAB_NAME = "π Community"
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GUIDE_TAB_NAME = "π User Guide"
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@@ -107,23 +112,25 @@ with gr.Blocks(theme=gr.themes.Soft(), title="Deepfake Detector") as demo:
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with gr.Tab(LOGIN_TAB_NAME) as login_tab:
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with gr.Row():
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with gr.Column(scale=1):
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gr.Markdown("## Welcome
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with gr.Column(scale=2):
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gr.Markdown("###
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message_output = gr.Markdown(visible=False)
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email_login = gr.Textbox(label="Email")
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password_login = gr.Textbox(label="Password", type="password")
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login_btn = gr.Button("Login", variant="primary")
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with gr.Accordion("New User? Click here to Sign Up", open=False) as signup_accordion:
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name_signup = gr.Textbox(label="Name")
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phone_signup = gr.Textbox(label="Phone (10 digits)")
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email_signup = gr.Textbox(label="Email")
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password_signup = gr.Textbox(label="Create Password", type="password")
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signup_btn = gr.Button("Sign Up")
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with gr.Tab(DETECT_TAB_NAME, visible=False) as detect_tab:
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with gr.Row():
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gr.Markdown("## Deepfake Detector")
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logout_btn = gr.Button("Logout")
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with gr.Row():
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image_input = gr.Image(type="pil", label="Upload Image", scale=1)
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@@ -135,6 +142,7 @@ with gr.Blocks(theme=gr.themes.Soft(), title="Deepfake Detector") as demo:
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with gr.Tab(COMMUNITY_TAB_NAME): community.layout()
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with gr.Tab(GUIDE_TAB_NAME): user_guide.layout()
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def update_ui_on_auth_change(logged_in_status):
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if logged_in_status:
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return (
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return False, gr.update(value="β Invalid email or password.", visible=True)
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def handle_logout():
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return False, "", ""
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def handle_signup(name, phone, email, password):
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msg = register_user(name, phone, email, password)
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if msg.startswith("β
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return gr.update(value=msg, visible=True), "", "", "", "", gr.update(open=False)
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else:
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return gr.update(value=msg, visible=True), name, phone, email, password, gr.update(open=True)
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login_btn.click(fn=handle_login, inputs=[email_login, password_login], outputs=[is_logged_in, message_output])
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logout_btn.click(fn=handle_logout, inputs=[], outputs=[is_logged_in, email_login, password_login])
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is_logged_in.change(fn=update_ui_on_auth_change, inputs=is_logged_in, outputs=[login_tab, detect_tab, tabs, message_output])
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signup_btn.click(fn=handle_signup, inputs=[name_signup, phone_signup, email_signup, password_signup],
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outputs=[message_output, name_signup, phone_signup, email_signup, password_signup, signup_accordion])
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predict_btn.click(fn=predict_image, inputs=image_input, outputs=result)
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if __name__ == "__main__":
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import gradio as gr
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import sqlite3
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import re
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import bcrypt
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import numpy as np
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import tensorflow as tf
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import os
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import warnings
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from pages import about, community, user_guide
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# --- Setup ---
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os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
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warnings.filterwarnings("ignore")
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warnings.simplefilter("ignore")
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deepfake_model = tf.keras.models.load_model(MODEL_PATH)
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# --- DB ---
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DB_PATH = os.path.abspath("users.db")
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with sqlite3.connect(DB_PATH) as conn:
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cursor = conn.cursor()
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cursor.execute('''
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CREATE TABLE IF NOT EXISTS user_details (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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NAME TEXT NOT NULL,
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PHONE TEXT NOT NULL,
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EMAIL TEXT UNIQUE NOT NULL,
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GENDER TEXT,
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PASSWORD BLOB NOT NULL
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)
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''')
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conn.commit()
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# --- Helpers ---
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def is_valid_email(email): return re.match(r"[^@]+@[^@]+\.[^@]+", email)
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def is_valid_phone(phone): return re.match(r"^[0-9]{10}$", phone)
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label = "β
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return f"{label} (Confidence: {confidence:.2%})"
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def register_user(name, phone, email, gender, password):
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if not all([name, phone, email, gender, password]): return "β All fields are required for signup."
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if not is_valid_email(email): return "β Invalid email format."
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if not is_valid_phone(phone): return "β Phone must be 10 digits."
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try:
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with sqlite3.connect(DB_PATH) as conn:
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cursor = conn.cursor()
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cursor.execute("SELECT * FROM user_details WHERE EMAIL = ?", (email,))
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if cursor.fetchone(): return "β οΈ Email already registered."
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hashed_pw = bcrypt.hashpw(password.encode('utf-8'), bcrypt.gensalt())
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cursor.execute("INSERT INTO user_details (NAME, PHONE, EMAIL, GENDER, PASSWORD) VALUES (?, ?, ?, ?, ?)",
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(name, phone, email, gender, hashed_pw))
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conn.commit()
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return "β
Registration successful! Please log in."
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except sqlite3.Error as e:
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print(f"Database error: {e}")
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return "β A database error occurred."
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def login_user(email, password):
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if not email or not password: return False
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try:
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with sqlite3.connect(DB_PATH) as conn:
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cursor = conn.cursor()
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cursor.execute("SELECT PASSWORD FROM user_details WHERE EMAIL = ?", (email,))
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result = cursor.fetchone()
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if result and bcrypt.checkpw(password.encode('utf-8'), result[0]): return True
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return False
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except sqlite3.Error as e:
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print(f"Database error during login: {e}")
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return False
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# --- UI ---
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with gr.Blocks(theme=gr.themes.Soft(), title="VerifiAI - Deepfake Detection") as demo:
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is_logged_in = gr.State(False)
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LOGIN_TAB_NAME = "π VerifiAI Login"
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DETECT_TAB_NAME = "π§ͺ Run Detection"
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ABOUT_TAB_NAME = "βΉοΈ About VerifiAI"
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COMMUNITY_TAB_NAME = "π Community"
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GUIDE_TAB_NAME = "π User Guide"
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with gr.Tab(LOGIN_TAB_NAME) as login_tab:
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with gr.Row():
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with gr.Column(scale=1):
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gr.Markdown("## Welcome to VerifiAI!")
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gr.Markdown("*AI-powered truth detection for the digital age.*")
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with gr.Column(scale=2):
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gr.Markdown("### Access VerifiAI")
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message_output = gr.Markdown(visible=False)
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email_login = gr.Textbox(label="Email", elem_id="login_email")
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password_login = gr.Textbox(label="Password", type="password", elem_id="login_pass")
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login_btn = gr.Button("Login", variant="primary")
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with gr.Accordion("New User? Click here to Sign Up", open=False) as signup_accordion:
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name_signup = gr.Textbox(label="Name")
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phone_signup = gr.Textbox(label="Phone (10 digits)")
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email_signup = gr.Textbox(label="Email")
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gender_signup = gr.Dropdown(label="Gender", choices=["Male", "Female", "Other"])
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password_signup = gr.Textbox(label="Create Password", type="password")
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signup_btn = gr.Button("Sign Up")
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with gr.Tab(DETECT_TAB_NAME, visible=False) as detect_tab:
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with gr.Row():
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gr.Markdown("## VerifiAI Deepfake Detector")
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logout_btn = gr.Button("Logout")
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with gr.Row():
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image_input = gr.Image(type="pil", label="Upload Image", scale=1)
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with gr.Tab(COMMUNITY_TAB_NAME): community.layout()
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with gr.Tab(GUIDE_TAB_NAME): user_guide.layout()
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# --- Events ---
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def update_ui_on_auth_change(logged_in_status):
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if logged_in_status:
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return (
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return False, gr.update(value="β Invalid email or password.", visible=True)
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def handle_logout():
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return False, "", "" # logged_in=False, clear email/pass fields
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def handle_signup(name, phone, email, gender, password):
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msg = register_user(name, phone, email, gender, password)
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if msg.startswith("β
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return gr.update(value=msg, visible=True), "", "", "", "", "", gr.update(open=False)
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else:
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return gr.update(value=msg, visible=True), name, phone, email, gender, password, gr.update(open=True)
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# --- Event Listeners Wiring ---
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login_btn.click(
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fn=handle_login,
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inputs=[email_login, password_login],
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outputs=[is_logged_in, message_output]
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)
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logout_btn.click(
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fn=handle_logout,
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inputs=[],
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outputs=[is_logged_in, email_login, password_login]
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)
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is_logged_in.change(
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fn=update_ui_on_auth_change,
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inputs=is_logged_in,
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outputs=[login_tab, detect_tab, tabs, message_output]
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)
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signup_btn.click(
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fn=handle_signup,
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inputs=[name_signup, phone_signup, email_signup, gender_signup, password_signup],
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outputs=[message_output, name_signup, phone_signup, email_signup, gender_signup, password_signup, signup_accordion]
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)
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predict_btn.click(fn=predict_image, inputs=image_input, outputs=result)
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if __name__ == "__main__":
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