Jun 24, 2022 · Camera traps are a method for monitoring wildlife and they collect a large number of pictures. The number of images collected of each species ...
Swin Transformer achieves excellent results in long-tail camera-trap datasets. Abstract. Camera traps are a method for monitoring wildlife and they collect a ...
Swin Transformer achieves excellent results in long-tail camera-trap datasets. Abstract. Camera traps are a method for monitoring wildlife and they collect a ...
Mar 6, 2023 · Caltech Camera Traps (Beery et al., 2018). This dataset is composed of approximately of 240,000 images from 140 locations in the southwestern ...
Jun 30, 2022 · In this work, we systematically evaluate recently proposed techniques - namely, square-root re-sampling, class-balanced focal loss, and balanced ...
Bag of tricks for long-tail visual recognition of animal species in camera-trap images. This is the origin TensorFlow implementation for Bag of tricks for ...
Some researches present techniques for addressing imbalanced class recognition of animal species in camera-trap images (Cunha et al., 2023; Yang et al., 2021).
Trick Gallery. We divide the long-tail related tricks into four families: re- weighting, re-sampling, mixup training, and two-stage train- ing. We take mixup ...
Missing: animal trap
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Jun 24, 2022 · In this work, we systematically evaluate recently proposed techniques - namely, square-root re-sampling, class-balanced focal loss, and balanced ...
