Alexandra Swanson

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

Mohammad Sadegh Norouzzadeh, Anh‐Tu Nguyen, Margaret Kosmala et al. · Proceedings of the National Academy of Sciences · 2018 · 1.1K citations · Full text

Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna

Alexandra Swanson, Margaret Kosmala, Chris Lintott et al. · Scientific Data · 2015 · 497 citations · Full text

Identifying animal species in camera trap images using deep learning and citizen science

Marco Willi, Ross T. Pitman, Anabelle W. Cardoso et al. · Methods in Ecology and Evolution · 2018 · 384 citations

Few-shot Learning, Convolutional Neural Network, Engineering +17

A generalized approach for producing, quantifying, and validating citizen science data from wildlife images

Alexandra Swanson, Margaret Kosmala, Chris Lintott et al. · Conservation Biology · 2016 · 280 citations · Full text

Community-based Conservation, Engineering, Human-wildlife Relationship +20

Sport Hunting, Predator Control and Conservation of Large Carnivores

Craig Packer, Margaret Kosmala, Hilary S. Cooley et al. · PLoS ONE · 2009 · 205 citations · Full text

African Lions, Engineering, U.s. States +11