Environmental Defense Fund
SmartPass Algorithm Development and Edge Optimization (MVP)
September 2021 - April 2022

Brief Description of Project:

This project evaluated the feasibility of an edge implementation of a boat tracker with the aim of producing a working prototype if deemed feasible. This project was developed using open source tools.

Scope of Services Provided:

  • Algorithm development and model training for a boat counting application capable of running on edge technology
  • Research and selection of edge technology for prototype
  • Performance benchmarking
  • Fine grained statistics on detection and tracker performance
  • Annotation
  • Algorithm tuning
  • Edge deployment
  • Edge performance tuning
  • Installation of field test edge system
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