\documentclass[12pt]{report}
\usepackage{fancyhdr}
\usepackage{graphicx}
\usepackage{subcaption}
\usepackage{mathrsfs}
\usepackage{amssymb}
\usepackage{amsmath}
\usepackage{bm}
\usepackage{amsthm}
\usepackage{setspace}
\usepackage{float}
\usepackage{cite}
\usepackage{longtable}
\usepackage{titlesec}
\usepackage{booktabs}
\usepackage{xcolor}
\usepackage[utf8]{inputenc}

\pagestyle{fancy}
\lhead{\leftmark}
\rhead{\thepage}
\cfoot{}

\begin{document}
\section{System Execution and Output Gallery}
\label{sec:output-gallery}

% 1. Module 2: Text Analysis
\begin{figure}[H]
    \centering
    \includegraphics[width=0.75\linewidth]{text_analysis.jpg}
    \caption{Module 2: DistilBERT-based linguistic credibility and probability scoring.}
\end{figure}

% 2. Module 1: Video Analysis
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{video_analysis1.jpg}
    \caption{Module 1: Deepfake Detection Ensemble Frame-level forensic extraction log.}
\end{figure}

% 3. Module 4 & 5: Audio/Text Conversion
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{assist_and_text_converter.jpg}
    \caption{Module 4 \& 5: AASIST Audio Forensics and Whisper-based transcript generation execution.}
\end{figure}

% 4. Module 6: AV Sync
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{Audio_Video_sync.jpg}
    \caption{Module 6: Comprehensive audio-video synchronization mismatch scoring and Confusion Matrix.}
\end{figure}

% 5. Module 8: Geo 1
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{geo1.jpg}
    \caption{Module 8: Extraction of strategic defense and military cooperation features.}
\end{figure}

% 6. Module 8: Geo 2
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{geo2.jpg}
    \caption{Module 8: Economic interdependence and trade volume feature vector generation.}
\end{figure}

% 7. Module 8: Geo 3
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{geo3.jpg}
    \caption{Module 8: Diplomatic relationship and UN alignment feature processing.}
\end{figure}

% 8. Module 8: Geo 4 (FIXED TYPO HERE)
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{geo4.jpg}
    \caption{Module 8: Historical conflict impact and border dispute feature assessment.}
\end{figure}

% 9. Module 9: Image Analysis
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{{image analysis}.jpg}
    \caption{Module 9: Optimal 3-Level Hierarchical Ensemble for Image Authenticity Analysis and forensic artifact heatmap.}
\end{figure}

% 10. Module 3: LLM
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{LLM.jpg}
    \caption{Module 3: Gemini-based semantic verification of extracted text narratives and logical consistency analysis.}
\end{figure}

% 11. Module 10: Social Media
\begin{figure}[H]
    \centering
    \includegraphics[width=0.85\textwidth]{social_media.jpg}
    \caption{Module 10: Directed narrative propagation network and True Impact Score (TIS) component analysis.}
\end{figure}

\end{document}