The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review

Original language	English
Title of host publication	ICPRAM 2020- Proceedings
Pages	387-394
Number of pages	8
Publication status	Published - 2020
Event	International Conference on Pattern Recognition Applications and Methods (Valletta, Malta) - Duration: 22 Feb 2020 → 24 Feb 2020

Conference	International Conference on Pattern Recognition Applications and Methods (Valletta, Malta)
Period	22/02/20 → 24/02/20

Research Field

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title = "The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images",

author = "Daniel Soukup",

year = "2020",

language = "English",

pages = "387--394",

booktitle = "ICPRAM 2020- Proceedings",

note = "International Conference on Pattern Recognition Applications and Methods (Valletta, Malta) ; Conference date: 22-02-2020 Through 24-02-2020",

}

TY - CHAP

T1 - The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images

A2 - Soukup, Daniel

PY - 2020

Y1 - 2020

M3 - Conference Proceedings with Poster Presentation

SP - 387

EP - 394

BT - ICPRAM 2020- Proceedings

T2 - International Conference on Pattern Recognition Applications and Methods (Valletta, Malta)

Y2 - 22 February 2020 through 24 February 2020

ER -