Document Boundary & Canny Edge Detection using OpenCV
- Used Simple OpenCV Library for Boundary and Edge Detection
- The Algorithm is quite fast and does not require any training and works quite well with rectangle documents as it was meant for document boundry detection
- Did not use Deep Learning Techniques as it was most computationally expensive and required good Dataset of images with Boundry label and would had been slow too
Make Sure you have following libraries installed
- opencv
- imutils
Use pip install -r requirements.txt to get all the dependencies
To Run
Use python scan.py --image images/1.jpg to train the model
It opens two windows one with edge detection and one with boundary detection
(1) https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/