RealTime Digit Recognition model built with Tensorflow and OpenCV in python to recognize
digits written in canvas.
goal : Serving MNIST digit classification model to website through Tensorflow.js
link : https://nagaraj-u.github.io/Tensorflow-Quizzler/
This Project has following stages:
- Training MNSIT dataset to classify handwritten digits using Tensorflow using Multi layer perceptron.
- Saving and loading trained model.
- converting Tensorflow model to Tensorflow.js model to serve through website.
- Using OpenCv to preprocess the digits written in CANVAS and convert them to Tensors.
- Serving model through website.