ASTER: An Attentional Scene Text Recognizer with Flexible Rectification

SCENE text recognition has attracted great interest from the academia and the industry in recent years owing to its importance in a wide range of applications. Despite the maturity of Optical Character Recognition (OCR) systems dedicated to document text, scene text recognition remains a challenging problem... (read more)

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Datasets


Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Scene Text Recognition ICDAR2013 ASTER Accuracy 91.8 # 8
Scene Text Recognition ICDAR2015 ASTER Accuracy 76.1 # 5
Scene Text Recognition SVT ASTER Accuracy 89.5 # 6

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet