Case Study

SmartPass Algorithm Development and Edge Optimization (MVP)

Environmental Defense Fund
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