Super Resolution for Text Recognition

[jkcg-learning]

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]

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

[innerlee]

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