Ryan
Ryan

Reputation: 2660

Locate Handwritten Notes within Text-Based Image

I have a scanned pages that are mostly typed text with some occasional handwriting (either between paragraphs or in the margins). What approach can I use to locate the region where handwriting exists? Said differently, I need to find the coordinates of the bounding box where the handwriting is located.

Any ideas? Thanks.

enter image description here

Upvotes: 0

Views: 265

Answers (1)

Aashay Sharma
Aashay Sharma

Reputation: 31

you can label images with this kind of data using googles object detection API using tensor flow, try and use faster rcnn model for accuracy, construct your training data using these kind of images(shown in your query) and labelling the part that you want to detect , after training data is done use that data to make detections and based on that detection you will get bounding boxes for which you can get co-ordinates very easily if you are working with googles tensor flow object detection API

check this link for more detailed and complete process :

https://youtu.be/Rgpfk6eYxJA

Upvotes: 0

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