https://github.com/ritvik19/handwriting-recognition
https://github.com/ritvik19/handwriting-recognition
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/ritvik19/handwriting-recognition
- Owner: Ritvik19
- Created: 2018-09-21T09:53:45.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2020-09-29T04:11:35.000Z (over 5 years ago)
- Last Synced: 2025-10-12T07:16:38.642Z (8 months ago)
- Language: Jupyter Notebook
- Size: 96.7 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# HandWriting Recognition
Using Convolutional Neural Neworks to recognise handwritten characters
### Lenses:
Train a model
usage: train.py [-h] [-a algo] [-d data] [-p [problem]] [-t [type]]
optional arguments:
-h, --help show this help message and exit
required arguments:
-a algo, --algo algo algorithm to run (lens-)
-d data, --dataset data dataset to train on ()
-p [problem], --problem [problem] type of problem (mc)
-t [type], --type [type] type of dataset (img)
* lens-digi:
0, 1, 2, 3, 4, 5, 6, 7, 8, 9
* lens-alpha
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z a b d e f g h n q r t
* lens-alnum:
0 1 2 3 4 5 6 7 8 9 A B C D E F G H I J K L M N O P Q R S T U V W X Y Z a b d e f g h n q r t
* lens-kdigi:
೦, ೧, ೨, ೩, ೪, ೫, ೬, ೭, ೮, ೯
* lens-ddigi:
०, १, २, ३, ४, ५, ६, ७, ८, ९
* lens-maths:
0, 1, 2, 3, 4, 5, 6, 7, 8, 9, (, ), +, ÷ , =, ×, -
### Applications
1. Scratchpad
Scratchpad Application to play around with the lenses
usage: Scratchpad.py [-h] -l LENS
optional arguments:
-h, --help show this help message and exit
required arguments:
-l LENS, --lens LENS name of the lens
2. Basic Calculator
Simple Calculator Application that works on handwriting input
usage: BasicCalc.py
3. [Sudoku-Lens](https://github.com/Ritvik19/Sudoku-Lens)
Application that solves Sudoku Quizzes using neural networks
4. OCR
OCR Application to read text from an image
usage: OCR.py [-h] -p PATH
optional arguments:
-h, --help show this help message and exit
required arguments:
-p PATH, --path PATH path of the image