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Active learning with MaskAL reduces annotation effort for training Mask R-CNN.
Pieter M. Blok
Gert Kootstra
Hakim Elchaoui Elghor
Boubacar Diallo
Frits K. van Evert
Eldert J. van Henten
Published in:
CoRR (2021)
Keyphrases
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annotation effort
active learning
training data
training examples
cellular neural networks
semi supervised
supervised learning
selective sampling
learning strategies
random sampling
labeled data
training set
learning algorithm
machine learning
unlabeled data
online learning
training process
sample selection
neural network
pairwise
experimental design
training samples
information retrieval