Greg Falzon

“How many images do I need?” Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring

Saleh Shahinfar, Paul D. Meek, Greg Falzon · Ecological Informatics · 2020 · 220 citations

Computing, Autonomous Systems, Computer Science +10

Automated cattle counting using Mask R-CNN in quadcopter vision system

Beibei Xu, Wensheng Wang, Greg Falzon et al. · Computers and Electronics in Agriculture · 2020 · 192 citations · Full text

Engineering, Agricultural Engineering, Computer Science +16

Camera Traps Can Be Heard and Seen by Animals

Paul D. Meek, Guy Ballard, Peter J. S. Fleming et al. · PLoS ONE · 2014 · 141 citations · Full text

Life Sciences, Zoology, Acoustics +16

Are we getting the full picture? Animal responses to camera traps and implications for predator studies

Paul D. Meek, Guy Ballard, Peter J. S. Fleming et al. · Ecology and Evolution · 2016 · 136 citations · Full text

Life Sciences, Ecology, Zoology +13

Livestock classification and counting in quadcopter aerial images using Mask R-CNN

Beibei Xu, Wensheng Wang, Greg Falzon et al. · International Journal of Remote Sensing · 2020 · 105 citations · Full text

Computing, Computer Science, Precision Agriculture +17