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GhostPilot: GPS-Denied Drone Navigation with Visual SLAM and Agentic AI

DEV Community·Aman Sachan·6 months ago
#SsJi31R0
#robotics#ros2#drone#ai#ghostpilot
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The Problem

Drones are useless without GPS. GPS jamming in Ukraine took out 85% of some squadrons. Indoors, urban canyons, forests — GPS simply fails.

Military solutions cost $50K+. Academic code is unmaintained. There's no real open-source answer for GPS-denied drone flight.

What I Built

GhostPilot — an open-source visual-inertial SLAM + agentic AI navigation stack that lets any drone fly without GPS.

Key Features

Visual-Inertial SLAM : Camera + IMU fusion for 6DOF pose estimation — no GPS needed

Agentic Mission Planner : Natural language commands → executable navigation goals

"Fly to the third floor, check each room for occupants, land at the helipad"

"Inspect the roof, avoid personnel, resume path at waypoint B"

Nav2 Integration : Industry-standard path planning + obstacle avoidance

Edge-Native : Runs on Jetson Orin / Raspberry Pi 5, no cloud dependency

Quick Start

git clone https://github.com/amsach/GhostPilot.git cd GhostPilot ./scripts/setup_jetson.sh ros2 launch ghostpilot_gazebo…

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