Case Study

Operationalizing Machine Learning in Alaska’s Fixed Gear Electronic Monitoring Program

National Fish & Wildlife Foundation
Jan 2022 - March 2023

Brief Description of Project:

Develop and deploy a cloud-based software system for processing EM video data using machine learning, incorporate machine learning processing into EM data review in the Alaska Fixed Gear EM Program, and conduct a study on the effects of using machine learning to assist review.

Scope of Services Provided:

- Requirements Specification
- Software Architecture and User Interface Design
- Collection and Annotation of Machine Learning Training Data
- Alaska specific Machine Learning Model Development
- Front-end software development
- Back-end software services development - Application pilot and evaluation