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8th place solution for NTO-AI 2022 Handwritten Text Recognition

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KARTASAR/Text-Recognition

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Optical Character Recognition + Instance Segmentation for russian and english languages

Environment

Python Python anaconda Jupyter matplotlib openCv

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Implementetion

PyTorch implementation of a Deep Neural Network for text recognition.
It is based on the: "An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition" : https://arxiv.org/abs/1507.05717

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Score

Accuracy Loss CER
0.7778 0.04343 0.0671

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