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open-mmlab / mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox
https://mmocr.readthedocs.io/en/dev-1.x/
Apache License 2.0
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Super Resolution for Text Recognition #309

Open jkcg-learning opened 3 years ago

jkcg-learning commented 3 years ago

Implement Super Resolution for Low Resolution Images

Motivation Improving the resolution of low resolution images could help in better Detection and thereby Recognition of text in the image. https://arxiv.org/pdf/1909.07113.pdf (TextSR) https://arxiv.org/pdf/2005.03341v3.pdf https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123600154.pdf https://arxiv.org/pdf/1811.10449v1.pdf https://github.com/JasonBoy1/TextZoom

Related resources https://paperswithcode.com/task/super-resolution

Some Algorithms, but not sure if this performs good with respect to STR usecases.

EDSR, ESPCN, FSRCNN, LapSRN

usamaamjad7 commented 2 years ago

Hey bro , How to create a pipeline using Custom dataset in text Recognition ?

innerlee commented 2 years ago

Hi @usamaamjad7, please open a new issue for new questions :)