A real time digit recognizer using machine learning and OpenCV
We will first create single digit rercognition in RealTimeDigitRecognition.ipynb
and then multidigit recognition in RealTimeMultiDigitRecognition.ipynb
First we need to train the model in RealTimeDRTraining.ipynb
.
We required the dataset for training which is Data.zip
extract it in the same folder where you have all the files.
And Train the model.
But if you dont want to train and directly test,the model is still provided to be used directly.
To test the model use RealTimeDigitRecognition.ipynb
First we will create a normal real time detection without bounded boxes
Then we will add bounded boxes and ouput will be as shown below.
- Bounded Boxes accuracy needs to be increased