Object Recognition

Determining the best approach for object recognition depends on your application and the problem you're trying to solve. In many cases, machine learning can be an effective technique, especially if you know which features or characteristics of the image are the best ones to use to differentiate classes of objects. The main consideration to keep in mind when choosing between machine learning and deep learning is whether you have a powerful GPU and lots of labeled training images. If the answer to either of these questions is No, a machine learning approach might be the best choice. Deep learning techniques tend to work better with more images, and a GPU helps to decrease the time needed to train the model.