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  ## 📋 Table of Contents
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- - [Abstract](#-abstract)
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- - [Overview](#-overview)
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- - [Key Differentiators](#-key-differentiators)
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- - [System Architecture](#-system-architecture)
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- - [Workflow / Data Flow](#-workflow--data-flow)
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- - [Detection Metrics & Mathematical Foundation](#-detection-metrics--mathematical-foundation)
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- - [Ensemble Methodology](#-ensemble-methodology)
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- - [Domain‑Aware Detection](#-domain-aware-detection)
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- - [Performance & Cost Characteristics](#-performance--cost-characteristics)
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- - [Project Structure](#-project-structure)
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- - [API Endpoints](#-api-endpoints)
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- - [Installation & Setup](#-installation--setup)
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- - [Model Management & First‑Run Behavior](#-model-management--first-run-behavior)
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- - [Frontend Features](#-frontend-features)
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- - [Accuracy, Validation & Continuous Improvement](#-accuracy-validation--continuous-improvement)
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- - [Business Model & Market Analysis](#-business-model--market-analysis)
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- - [Research Impact & Future Scope](#-research-impact--future-scope)
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- - [Infrastructure & Deployment](#-infrastructure--deployment)
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- - [Security & Risk Mitigation](#-security--risk-mitigation)
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- - [License & Acknowledgments](#-license--acknowledgments)
 
 
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  ---
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  ## 📋 Table of Contents
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+ ## 📋 Table of Contents
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+
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+ - [Abstract](#abstract)
21
+ - [Overview](#overview)
22
+ - [Key Differentiators](#key-differentiators)
23
+ - [System Architecture](#system-architecture)
24
+ - [Workflow / Data Flow](#workflow--data-flow)
25
+ - [Detection Metrics & Mathematical Foundation](#detection-metrics--mathematical-foundation)
26
+ - [Ensemble Methodology](#ensemble-methodology)
27
+ - [Domain-Aware Detection](#domain-aware-detection)
28
+ - [Performance & Cost Characteristics](#performance--cost-characteristics)
29
+ - [Project Structure](#project-structure)
30
+ - [API Endpoints](#api-endpoints)
31
+ - [Installation & Setup](#installation--setup)
32
+ - [Model Management & First-Run Behavior](#model-management--first-run-behavior)
33
+ - [Frontend Features](#frontend-features)
34
+ - [Accuracy, Validation & Continuous Improvement](#accuracy-validation--continuous-improvement)
35
+ - [Business Model & Market Analysis](#business-model--market-analysis)
36
+ - [Research Impact & Future Scope](#research-impact--future-scope)
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+ - [Infrastructure & Deployment](#infrastructure--deployment)
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+ - [Security & Risk Mitigation](#security--risk-mitigation)
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+ - [License & Acknowledgments](#license--acknowledgments)
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  ---
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