Object Detection Project

This repository contains the implementation of an object detection model using MobileNet as the backbone architecture, trained on the PASCAL VOC 2012 dataset.

Project Structure

project/
├── src/                     # Source code files
├── weights/                 # Model weights
├── outputs/                 # Demo outputs
├── docs/                    # Documentation
│   ├── metrics.md          # Evaluation metrics
│   ├── demo.md             # Demo documentation
│   └── report.md           # Experience report
├── requirements.txt         # Dependencies
└── README.md               # This file

Setup Instructions

1. Clone the repository
2. Install dependencies:

pip install -r requirements.txt

Model Details

• Architecture: MobileNet backbone
• Dataset: PASCAL VOC 2012
• Task: Object Detection

Results

• See metrics.md for detailed performance metrics
• See demo.md for test results and example outputs
• Check the report.md for implementation details and experience report

Usage

Running Inference

[Add instructions for running inference on new images]

Training

[Add instructions if training code is included]

Documentation

• Evaluation Metrics
• Demo Results
• Experience Report

License

[Add appropriate license information]