draw-numbers-detect-numbers

• This is a classifier of written numbers, where you can draw in the browser a number between 0 and 9.
• When you click on predict it will try to tell what number it is, using Tensorflow.js, based on a model trained in Python with Tensorflow.

Starts a server in the folder

• This project uses a Tensorflow.js model, which to load requires access via http/https. For that you can use any server, but here is a way to do it:

  1. Download Python to your computer
  2. Open a command line or terminal
  3. Navigate to the folder where you downloaded the repository
  4. Run the command python -m http.server 8000
  5. Open a browser and go to http://localhost:8000

• Note: the following files must be in the same directory otherwise the APP does not work correctly. List:

  1. model.json
  2. index.html
  3. group1-shard1of1.bin
  4. celsius_to_fahrenheit.h5
  5. drawing.js
  6. fabric.min.js

APP

• Draw with the mouse or your finger (only smarthpones) on the square canvas a number from 0 to 9, and click on "Predict". To clear the canvas click on "Clear".