/Digit-Recognizer-using-openCV-and-CNN

This code helps you to classify digits using OpenCV and CNN

Primary LanguagePython

Digit-Recogziner-using-openCV-and-CNN

This code helps you classify digits using openCV and Convolutional Neural Network.

Code Requirements

You can install Conda for python which resolves all the dependencies for machine learning.

Python Implementation

  1. Dataset- MNIST dataset
  2. Images of size 28 X 28
  3. Classify digits from 0 to 9
  4. Convolutional Neural Network used.

Train Accuracy ~ 98%

How to use code

I have trained the model and saved it in HRD_using_cnn_opencv.h5. The model gets loaded when you run hrd_rec.py.

Execution using Webcam