Artificial intelligence, automation, and the art of counting fish
Discussing the use of AI to automate underwater marine surveys as an example of the uneven distribution of technological advancement.
Marine Science
Supporting volunteer monitoring of marine biodiversity with modern web and data tools
Summarising the work Uri Seroussi and I did to improve Reef Life Survey’s Reef Species of the World app.
Our Blue Machine is changing, but we are not helpless
One of my many highlights from Helen Czerski’s Blue Machine.
Building useful machine learning tools keeps getting easier: A fish ID case study
Lessons learned building a fish ID web app with fast.ai and Streamlit, in an attempt to reduce my fear of missing out on the latest deep learning developments.
Exploring and visualising Reef Life Survey data
Web tools I built to visualise Reef Life Survey data and assist citizen scientists in underwater visual census work.
The joys of offline data collection
Insights on data collection and machine learning from spending a month sailing, diving, and counting fish with Reef Life Survey.