What are some good data augmentation techniques for document images?

Question

I have 1000 resume in png format and I am implementing MaskRcnn for object detection. What data augmentation techniques can I use to improve the mask Rcnn performance?

It would be useful to know what you are trying to segment? – ezekiel Nov 07 '19 at 14:59 — ezekiel, Nov 07 '19 at 14:59
Fields like name, skills, education etc. – hR 312 Nov 08 '19 at 10:29 — hR 312, Nov 08 '19 at 10:29

score 0 · Answer 1 · answered Nov 08 '19 at 14:18

0

I don't think MaskRCNN or other semantic segmentation or object detection tools are appropriate for this task. Look into OCR libraries such as Tesseract.

answered Nov 08 '19 at 14:18

ezekiel

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What are some good data augmentation techniques for document images?

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