Simple handwritten digit recognition. I created this project after reading "Make Your Own Neural Network" by Tariq Rashid. Training and testing done in Python, recognition web done in JavaScript.
Training and testing data originate from http://makeyourownneuralnetwork.blogspot.hr/2015/03/the-mnist-dataset-of-handwitten-digits.html which is actually MNIST Dataset with 60000 training and 10000 testing examples.
If you would like to know more about ANN these resources could be interesting for you:
- Neural Network Design (2nd Edition)
- youtube > 3Blue1Brown > Neural networks
- http://neuralnetworksanddeeplearning.com
- Nolte's The Human Brain: An Introduction to its Functional Anatomy, 7e - for those interested in a brain itself
- Khanacademy > Neural cells and neurotransmitters - for those interested in a brain itself