The index.html file is a comprehensive HTML document for the "CORTEX Anomaly Detection" application. Here's an explanation of its structure and functionality:

General Overview:

• Purpose: This file is the main interface for a cyberpunk-inspired anomaly detection application. It utilizes AI and facial recognition technologies.
• Key Features:
  • Real-time video feed with face and anomaly detection.
  • User interaction through buttons and settings.
  • Integration with AI models and Google API for advanced functionality.

---

File Details:

1. Metadata and Styling:

• HTML Metadata:
  • Language: Norwegian (lang="no").
  • Title: "CORTEX Anomaly Detector | Cyberpunk Ansiktsgjenkjenning".
  • Description and Keywords: Highlight features like facial recognition, real-time AI, and biometrics.
• Styling:
  • Uses Tailwind CSS and a custom font (Share Tech Mono).
  • Custom CSS defines a "cyberpunk" theme with neon colors, shadows, and animations.
  • Includes classes like .cyber-button and .cyber-border for futuristic UI elements.

---

2. Layout:

• Main Container:
  • A responsive, flexbox-based layout with a "cyber-border" effect.
• Video Section:
  • Displays real-time video feed (<video> tag).
  • An overlay (<canvas>) is used for drawing detections.
• Control Panel:
  • Buttons for face registration, database export/import, behavior analysis, and anomaly reporting.
  • File input for importing a database in .json format.
• Sidebar:
  • Sections for:
    • API key input.
    • Settings (e.g., recognition tolerance slider).
    • Known individuals list.
    • System log.
    • Chat assistant for user interaction.

---

3. Modals:

• Multiple modals provide additional functionality:
  • Register New Individual: Input a name for a new face.
  • Analysis Report: Displays anomaly analysis.
  • Behavior Analysis: Submits behavior data for advanced AI analysis.
  • Generate Phantom Image: AI generates an image based on a textual description.

---

4. Scripts and Functionality:

• Libraries Used:
  • face-api.js: AI-based face detection and recognition.
  • Built-in Gemini API for advanced generative AI tasks.
• Functional Highlights:
  • initialize(): Loads AI models and starts the webcam.
  • detectFacesLoop(): Continuously detects faces in the video feed and highlights anomalies.
  • Event Handlers:
    • API key saving and toggling advanced features.
    • Behavior analysis and anomaly explanation using AI.
    • Exporting and importing face data.
    • Running "Gabriel" and "Rafael" protocols for database integrity and movement analysis.
• State Management:
  • Keeps track of known and unknown faces.
  • Logs system activities and errors for the user.

---

5. Loading Screen:

• Initial "AI-core initialization" screen with a spinner and status messages.

6. Accessibility:

• Buttons and inputs are disabled/enabled based on conditions (e.g., API key availability).

Notable Visual and Functional Enhancements:

• Cyberpunk aesthetics with a neon palette.
• Smooth animations and hover effects on buttons.
• Detailed error handling and user feedback through logs.

Summary:

This file serves as the front-end for a complex anomaly detection and facial recognition system, combining AI APIs with a visually engaging user interface. It’s designed for real-time interaction, with modular features like behavior analysis, data handling, and API integration.