graph TD
    %% Global Inputs
    UserURL[Input: Target URL] --> Playwright
    UserURL --> RawString

    subgraph Branch_1_Visual_Analysis [Branch 2: Visual Analysis / Image]
        direction TB
        Playwright(Playwright Automation) -- Visits Site --> Screenshot[Capture Screenshot]
        Screenshot --> Resize[Resize to 224x224 & Normalize]
        Resize --> MobileNet[Model: MobileNetV2<br/>Pre-trained on ImageNet]
        MobileNet -- Feature Extraction --> VisVector[Output: Visual Feature Vector]
    end

    subgraph Branch_2_URL_Analysis [Branch 1: URL Analysis / Text]
        direction TB
        RawString(Raw URL String) --> CharEncode[Preprocessing: Character-Level Encoding]
        CharEncode --> CharCNN[Model: Char-CNN<br/>1D Convolution Layers]
        CharCNN --> LSTM[Model: LSTM<br/>Long Short-Term Memory]
        LSTM --> TextVector[Output: Text Feature Vector]
    end

    %% Fusion and Output
    VisVector --> Concat{Concatenation / Late Fusion}
    TextVector --> Concat
    Concat --> DenseLayer[Dense / Fully Connected Layer]
    DenseLayer --> Sigmoid((Sigmoid Activation))
    Sigmoid --> FinalOutput[Output: Probability Score<br/>0 Safe - 1 Phishing]

    %% Styling
    style Branch_1_Visual_Analysis fill:#e1f5fe,stroke:#01579b,stroke-width:2px
    style Branch_2_URL_Analysis fill:#fff3e0,stroke:#e65100,stroke-width:2px
    style Concat fill:#f3e5f5,stroke:#4a148c,stroke-width:2px
    style FinalOutput fill:#e8f5e9,stroke:#1b5e20,stroke-width:2px