Text and non-text image classification.

I want to classify street view images as text images and non-text images. How can I classify using Machine learning approach? What features do I need to extract and which machine learning model should I use? Need a MATLAB code for the problem.

Answer 1

[Abhishek Gupta]

Hi,

As per my understanding, you want to build a classification model. Here is the documentation for creating a simple deep learning network for classification task: -

https://www.mathworks.com/help/deeplearning/ug/create-simple-deep-learning-network-for-classification.html

[Anuja Shinde]

Thanks for your answer. But what if i want to use machine learning and not deep learning?

[Abhishek Gupta]

Hi,

FYI, deep learning is part of machine learning, but if you don't want to use deep-learning, other options would be to classify using Support Vector Machine (SVM). The following example will help you in getting started: -

https://www.mathworks.com/help/vision/ug/digit-classification-using-hog-features.html