David W. Johnston

From noise to nature: diffusion models to advance wildlife detection in aerial imagery

Automated wildlife detection in aerial imagery can expand the scale and efficiency of ecological monitoring, but model development is often constrained by limited training data, uneven class representation, and poor coverage of diverse environmental conditions. These constraints are especially acute for rare, elusive...