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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
Devis Tuia
Published in:
CoRR (2019)
Keyphrases
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active learning
computer vision
detection method
random sampling
false alarms
detection accuracy
annotation effort
training data
training set
high resolution
object detection
detection algorithm
training examples
learning strategies
path planning
man made