Handwritten Digit And Alphabet Recognizer

Handwritten Digit and Alphabet Recognition using Convolutional Neural Network in Python3 with Keras

Getting Started

The following instructions will provide a detailed information to run the code successfully.

Prerequisites

Install the below packages

• Numpy
• Scipy
• Matplotlib
• Keras
• Tensorflow
• OpenCV
• TKinter

pip3 install numpy
pip3 install scipy
sudo apt-get install python3-matplotlib
pip3 install keras
pip3 install --user --upgrade tensorflow
pip3 install opencv-python
sudo apt-get install python python3-tk

Clone this repository

git clone https://github.com/Shubham-Vishwakarma/Handwritten-Digit-And-Alphabet-Recognizer.git

Run the code

python3 cnn_mnist_model_test_for_real_data.py

python3 cnn_mnist_model_test_for_mulitple_digit_prediction.py

python3 cnn_model_test_for_real_data.py

python3 cnn_model_for_multiple_prediction.py

References

1. Handwritten Digit Recognition using Convolutional Neural Networks in Python with Keras
2. Tensorflow, MNIST and your own handwritten digits