Thomas A. Lake

Synthetic Imagery Improves Ecological Classification When Real Data Are Scarce, Not Direct Substitutes

ABSTRACT The growing availability of ecological imagery creates new opportunities to monitor biodiversity and ecosystem change at broad scales. Yet image classification models remain constrained by uneven sampling, limited labeled data, and differences between training and deploy...