Emily Dorne

Camera traps are an essential tool for wildlife research. Zamba is an open source Python package that leverages machine learning and computer vision to automate time-intensive processing tasks for wildlife camera trap data.

This talk illustrates how machine learning models to detect harmful algal blooms from satellite imagery can help water quality managers make informed decisions around public health warnings for lakes and reservoirs. Rooted in the development of the open source package CyFi, this talk includes insights around identifying when your model is getting the right answer for the wrong reasons, the...