1. Introduction
  1.1 Background
  1.2 Objectives
  1.3 Scope
2. Literature Review
  2.1 Gesture Recognition Techniques
  2.2 Computer Vision for Hand Gesture Analysis
  2.3 Deep Learning Models for Gesture Recognition
3. System Design and Architecture
  3.1 Image Acquisition and Preprocessing
  3.2 Feature Extraction and Representation
  3.3 Gesture Classification Models
  3.4 Real-time Gesture Detection
4. Implementation
  4.1 Dataset Collection and Annotation
  4.2 Model Training and Optimization
  4.3 Real-time Gesture Recognition Interface
5. Testing and Evaluation
  5.1 Performance Metrics
  5.2 Usability Testing
  5.3 Robustness and Error Analysis