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Application-specific quality metrics for the assessment of data for deep learning from large datasets.
Gesa Marie Götte
Bonito Steffen Thielert
Andreas Herzog
Published in:
GI-Jahrestagung (2022)
Keyphrases
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application specific
deep learning
general purpose
data sets
database
data quality
data analysis
data points
high quality
training data
machine learning
databases
quality metrics
image processing
data sources
image data
data mining
topic models
metadata
quality assessment
information retrieval