CODEWITHSUNDEEP
python-3.xopencvtextdeep-learningcomputer-vision
Neo_21995
Neo_21995

Reputation: 67

Detection and recognition text from Tyres (python)

Hi i have bunch of images of tyres, we need to detect and recognize the text on the tyres, here i am facing difficulties to detect the text, because the text and background of the tyre are same, i have tried with EAST text detector and yolo text detector ( without own data train ), is there any better solutions to detect the text from these kind of background images

tyre1 tyre2

here i need to detect only the 10 digit serial number like "75R-0006884"

edit: pre processed image thresolded image

Upvotes: 1

Views: 895

Answers (1)

Sai Krishnan
Sai Krishnan

Reputation: 116

Some preprocessing before passing the images in through a non-retrained deep network might help! Try binarizing/grayscaling the image and playing with those thresholds to see what gives maximum contrast.

But I gotta say, you might have to retrain an existing network to achieve good performance.

Upvotes: 0

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