1. Deep neural networks (DNNs) can successfully identify, count, and describe animals in camera-trap images.
Deep neural networks (DNNs) can successfully identify, count, and describe animals in camera-trap images. Above the image: The ground-truth, human-provided answer (top line) and the prediction (second line) by a DNN we trained (ResNet-152). The three plots below the image, from left to right, show the neural network’s prediction for the species, number, and behavior of the animals in the image. The horizontal color bars indicate how confident the neural network is about its predictions. All similar images in this work are from the SS dataset (1).
Mohammad Sadegh Norouzzadeh et al. PNAS 2018;115:25:E5716-E5725
©2018 by National Academy of Sciences