Andrew Gilliland

SmartScout

Precision Planting SmartScout is a mobile app that uses machine vision and augmented reality to automatically assess emergence and plant spacing in a 3D space. SmartScout is built with React Native and Swift for Native Modules, and deployed on iOS and iPadOS.

SmartScout 1SmartScout 2SmartScout 3SmartScout 4

Overview

Precision Planting SmartScout in a mobile app that uses your camera video feed and infers plant emergence using a trained neural network model. ARKit is then used to determine spacing between plants. The app helps a user capture a story about planting and emergence health, including scoring and financial impact.

Features

  • Real-time plant emergence assessment
  • Augmented reality visualization
  • Automated plant spacing measurement
  • Data-driven insights and reporting

Tech Stack

  • TypeScript
  • React Native
  • Swift
  • SwiftUI
  • ARKit
  • CoreML
  • AWS