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COLLEGE OF SCIENCE & ENGINEERING

Texas Christian University

VANTAGE

Autonomous Navigation with AI

Visual Autonomous Navigation and Task-driven Agentic Ground-to-air Engine. MavenCode's VANTAGE Interface combines computer vision with agent-based decision-making to enable autonomous navigation and task execution from natural language instructions. Built with a modular architecture, VANTAGE supports seamless integration of multiple AI tools.

"If you can describe a mission, the system can fly it."

Project Overview

VANTAGE removes the expertise barrier by interpreting natural language mission instructions and executing autonomous navigation tasks in real time. Users can describe complex missions, and VANTAGE processes environmental data to perform coordinated actions across ground-to-air systems.

VANTAGE Tool Dashboard
// VANTAGE Tool Dashboard
VANTAGE System Architecture
// System Architecture

Meet the Team

Our dedicated team of researchers and developers

Hayden Brigham
Hayden Brigham
Frontend + Semantic Segmentation
Emmanuel Oyawoye
Emmanuel Oyawoye
Team Lead + Frontend
Tanner Hendrix
Tanner Hendrix
Frontend + Speech / Audio
Arscene Rubayita
Arscene Rubayita
Backend + Computer Vision Language
Merci Yohana
Merci Yohana
Backend + Computer Vision Language
Michael Dugle
Michael Dugle
Backend + Speech / Audio
Zaid Alaqqad
Zaid Alaqqad
Backend + Object Detection

Tools & Technology

VANTAGE integrates cutting-edge AI tools for comprehensive autonomous navigation capabilities

👁️
Visual Q&A
Ask about the contents of an image for contextual understanding
📦
Object Detection
Identifies and localizes objects with bounding boxes using YOLO-based models for real-time detection
🎨
Semantic Segmentation
Pixel-level classification to understand scene structure and spatial relationships
💬
Image Captioning
Generates natural language description from visual input for contextual understanding
🎤
Speech-to-Text
Converts spoken audio into text for natural-language interaction
🔊
Text-to-Speech
Generates natural-sounding audio for verbal feedback and accessibility

Applications

Business and Industry
Commercial Applications
Inspection
Infrastructure & agricultural monitoring
Security
Real-time surveillance & threat detection
Asset Monitoring
Real-time inventory & fleet tracking
Precise monitoring and predictive insights that transform data into competitive advantage
Emergency & Public Service
Safety & Response
Search and Rescue
Locating individuals in remote or dangerous areas
Disaster Relief
Damage assessment and resource delivery
Emergency Services
First responder support & situational awareness
When every moment counts, AI-powered navigation delivers critical support where it's needed most

Documentation

Access project deliverables and technical documentation

📘
Project Glossary
🎯
Vision & Scope
📋
Functional Requirements
🗂️
Development Plan
📝
Software Requirements Specification
🎥
Demo

Acknowledgements

We would like to extend our thanks to our mentors from MavenCode, Charles Adetiloye and Mathew Fait, for their guidance and expertise throughout this project. We are deeply grateful to Dr. Xi Fitzgerald, our advisor, for her invaluable support and direction. We also extend our gratitude to the TCU College of Science & Engineering and MavenCode for providing the resources and environment necessary to bring VANTAGE to life.