Section 3: AI in workflows

A good analysis workflow separates deciding what to do from how to code it. This section walks through my suggested three-step workflow — select a statistical approach, plan the implementation, then write the code — as three short modules, followed by a module on specification sheets that ties the whole thing together with a full worked example.

Connolly, R. M., D. V. Fairclough, E. L. Jinks, E. M. Ditria, G. Jackson, S. Lopez-Marcano, A. D. Olds, and K. I. Jinks. 2021. “Improved Accuracy for Automated Counting of a Fish in Baited Underwater Videos for Stock Assessment.” Frontiers in Marine Science 8: 658135. https://doi.org/10.3389/fmars.2021.658135.