What is the appropriate technique for Image classifier for stationary tools pen, pencil, ruler, eraser?

I'm going to construct an image classifier for stationary tools pen, pencil, ruler, eraser. Please tell me if the function trainImageCategoryClassifier() of the statistical toolbox is appropriate for this task or should I use neural network classifier, if so, which type sould I use?

Answer 1

[Image Analyst]

It depends on what range of images you expect to see. If they're all laid out flat on a uniform white background, then pretty simple traditional methods of image segmentation and feature measurement would work. If it's just snapshots of various people's offices, then you'll need deep learning.