TextCaps: Handwritten Character Recognition With Very Small Datasets

Vinoj Jayasundara
Vinoj Jayasundara
Sandaru Jayasekara
Sandaru Jayasekara
Hirunima Jayasekara
Hirunima Jayasekara
Suranga Seneviratne
Suranga Seneviratne

2019 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 254-262, 2019.

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Keywords:
TrainingDecodingImage reconstructionCharacter recognitionPerturbation methodsMore(2+)

Abstract:

Many localized languages struggle to reap the benefits of recent advancements in character recognition systems due to the lack of substantial amount of labeled training data. This is due to the difficulty in generating large amounts of labeled data for such languages and inability of deep learning techniques to properly learn from small n...More

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