12 citations · 32 across the 9 of their papers we have counts for
4 papers · 2 filters
Handwritten text generation and strikethrough characters augmentation
Alex Shonenkov, Denis Karachev, Max Novopoltsev +3
We introduce two data augmentation techniques, which, used with a Resnet-BiLSTM-CTC network, significantly reduce Word Error Rate (WER) and Character Error Rate (CER) beyond best-r…
Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture
Daria Bakshandaeva, Denis Dimitrov, Vladimir Arkhipkin +8
Supporting the current trend in the AI community, we present the AI Journey 2021 Challenge called Fusion Brain, the first competition which is targeted to make the universal archit…
StackMix and Blot Augmentations for Handwritten Text Recognition
Alex Shonenkov, Denis Karachev, Maxim Novopoltsev +2
This paper proposes a handwritten text recognition(HTR) system that outperforms current state-of-the-artmethods. The comparison was carried out on three of themost frequently used…
Digital Peter: Dataset, Competition and Handwriting Recognition Methods
Mark Potanin, Denis Dimitrov, Alex Shonenkov +3
This paper presents a new dataset of Peter the Great's manuscripts and describes a segmentation procedure that converts initial images of documents into the lines. The new dataset…