A1 Canvas
A Handwriting recognition tool which uses ML model to recognize characters
A1 Canvas is designed for recognizing letters and digits
User can use it for practicing handwriting. User also can experience how an Machine Learning(Artificial Intelligence) Model works.
About the App
Right now this is just a two screen app
– Canvas – where user will draw character(A – Z) and (0 – 9)
– Details – User will be shown the prediction of the model and Some texts and image about it.
More features are on the way
About the Model
– I built the model from scratch for (A- Z) and (0-9) characters
– (A – Z) supports both lower and upper cases. I focused on standard writing styles for better performance.
– I also generated the datasets for better accuracy.
– This is an early build of the model with handful of datasets (barely 100). so accuracy is around 85%. ( Sorry for 15% inaccuracy)
– I am working on improve the accuracy of the model
