most citedHalf a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning

143 citations · 143 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2020

RSVQA: Visual Question Answering for Remote Sensing Data

Sylvain Lobry, Diego Marcos, Jesse Murray +1

This paper introduces the task of visual question answering for remote sensing data (RSVQA). Remote sensing images contain a wealth of information which can be useful for a wide ra…

cs.CV2019★ 143 cited

Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning

Benjamin Kellenberger, Diego Marcos, Sylvain Lobry +1

We present an Active Learning (AL) strategy for re-using a deep Convolutional Neural Network (CNN)-based object detector on a new dataset. This is of particular interest for wildli…