Tristan-cs488-tasks
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Set of discrete tasks for Schrift (the name of the proposed handwriting recognizer).
These notes and more are are kept on paper.
- File structuring
- just doing it, will restructure later.
- Image importing
- Read in jpg image
- Text Scan
- OpenCV image import, test threshold filter
- Algorithm for figuring out correct threshold value. Take a mean of the page color and adjust for that value. Usually 110±10?
- Draw box around where dark is detected, extract that selection.
- Line segmentation
- Decided it was not necessary to find beginning and end of line
- General Algorithm
- Scan from top line by line
- Stop when line of nothing
- create selection between line1 and line2
- push to dynamic array as line[0]
- Word segmentation
- Outline algorithm similar to line segmentation
- Character segmentation
- openCV historgram test
11-26-12: I tried an openCV example that makes and highlights bounding box and bounding polygon regions, it gave me this image. Suddenly I'm on the recognition step??
- Character recognition
- Figure out a basic neural network
- look atOpenCV neural network type
- I've found some NN tutorials, the implementation of one is what's bothering me.
- Figure out a basic neural network