mesutpiskin / id-card-detector

:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

Home Page:https://mesutpiskin.com/blog/opencv-egitim-serisi

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Low precision of the model

shv07 opened this issue · comments

Hi,

Thanks for open sourcing this amazing work!

The model is able to detect id cards present in a given image nicely.

But the model seems to detect and classify certain incorrect images as id-card. I tried some images of my smart phone and wallet. It detects them as id-card with high score.

Could you comment on the type of images you used in training or share a better model if you have?

Also a comment on the evaluation scores would be really helpful!

Thanks