Grant Van Horn

The iNaturalist Species Classification and Detection Dataset

Grant Van Horn, Oisin Mac Aodha, Yang Song et al. · 2018 · 1.3K citations

Animal Taxonomy, Engineering, Machine Learning +17

Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection

Grant Van Horn, Steve Branson, Ryan Farrell et al. · 2015 · 563 citations

Artificial Intelligence, Data Annotation, Engineering +20

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

Steve Branson, Grant Van Horn, Serge Belongie et al. · arXiv (Cornell University) · 2014 · 415 citations · Full text

Fine-grained Visual Categorization, Image Classification, Convolutional Neural Network +14

Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets

Steve Branson, Grant Van Horn, Pietro Perona et al. · 2014 · 236 citations · Full text

The Devil is in the Tails: Fine-grained Classification in the Wild

Grant Van Horn, Pietro Perona · arXiv (Cornell University) · 2017 · 137 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24