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siddagra / DPAN-look-back-Again-Dual-Parallel-Attention-Network-for-Accurate-and-Robust-Scene-Text-Recognition

Unofficial Implementation of paper "look back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition"
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In continuation to your Query for detection of two lines in the images #3

Open kuldeeps1208 opened 1 year ago

kuldeeps1208 commented 1 year ago

Hi, you raised a query regarding detection of two lines in the number plate using the Parseq model. Can you enlighten me if you were able to achieve success on the same.

I'm working on the same project, would request for your assistance please.

AbhiHegde3004 commented 1 year ago

Hi same here.

were u able to solve the two line scene text recognition problem ?

kuldeeps1208 commented 1 year ago

@AbhiHegde3004 Let me also know in case you get success.

AbhiHegde3004 commented 1 year ago

https://github.com/we0091234/yolov7_plate

Looks like this problem is being solved by training a detector with 2 classes -> single and double plate. along with additional landmarks about the orientation of the actual number plate. So that we can use perspective transformation and get the straight LP. Then we can divide the LP into two halfs , put it side by side. which can later send for STR model.

Have u found any other method ? Did u try to retraing Parseq model to cater this need ?

kuldeeps1208 commented 1 year ago

I haven't tried that yet.