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digit_classifiers

This repo contains examples to use OpenCV's Machine Learning module for digit classification. It includes the following algorithms:

  1. KNN
  2. Normal Bayes
  3. Logistic Regression
  4. Decision Tree
  5. Random Forest
  6. SVM
  7. Multi-Layer Perceptron

How to build?

g++ -O3 main.cpp `pkg-config --cflags --libs opencv4`

Results

This table shows the results of running all models on an i7-5600U Intel CPU Alt text

Appendix

For more details read my post here.