Overview

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# README # Handwriting recognition based on SVM classifier. ### Environment ### Software written and tested on: * Ubuntu 14.10 * Qt 5.3.0 * qmake 3.0 * g++ 4.9.1 ### 3rd party libraries ### * Polyline Simplification library `[psimpl](http://www.codeproject.com/Articles/114797/Polyline-Simplification)' * SVM library `[libSVM](https://www.csie.ntu.edu.tw/~cjlin/libsvm/)' ### Deployment ### * clone repo * execute command ``` #!Bash $ ./build.sh && ./run.sh ``` ### Used SVM model ### Model (res/pendigits.model) trained on `[pendigits](https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass.html#pendigits)' dataset with next params: * C = 128 * gamma = 3.0517578125e-05 (rounded to 3.05176e-05 by svm-train) Accuracy on testing dataset `pendigits.t' ~ 98%