Hjalte M. R. Mann

Deep learning and computer vision will transform entomology

Toke T. Høye, Johanna Ärje, Kim Bjerge et al. · Proceedings of the National Academy of Sciences · 2021 · 417 citations · Full text

Biology, Geometric Learning, Image Classification +14

Winters are changing: snow effects on Arctic and alpine tundra ecosystems

Christian Rixen, Toke T. Høye, Petr Macek et al. · Arctic Science · 2022 · 149 citations · Full text

Glacier, Engineering, Natural Spatial Gradients +16

Real‐time insect tracking and monitoring with computer vision and deep learning

Kim Bjerge, Hjalte M. R. Mann, Toke T. Høye · Remote Sensing in Ecology and Conservation · 2021 · 138 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Accurate detection and identification of insects from camera trap images with deep learning

Kim Bjerge, Jamie Alison, Mads Dyrmann et al. · PLOS Sustainability and Transformation · 2023 · 110 citations · Full text

Image Classification, Accurate Detection, Image Analysis +15

Deep learning and computer vision will transform entomology

Toke T. Høye, Johanna Ärje, Kim Bjerge et al. · 2020 · 57 citations · Full text

Biology, Geometric Learning, Convolutional Neural Network +14