Automatic object inspection classification example

In Chapter 5, Automated Optical Inspection, Object Segmentation, and Detection, we looked at an example of automatic object inspection segmentation where a carrier tape contained three different types of object: nuts, screws, and rings. With computer vision, we will be able to recognize each one of these so that we can send notifications to a robot or put each one in a different box. The following is a basic diagram of the carrier tape:

In Chapter 5, Automated Optical Inspection, Object Segmentation, and Detection, we pre-processed the input images and extracted the regions of interest, isolating each object using different techniques. Now, we are going to apply all the concepts we explained in the previous sections in this example to extract features and classify each object, allowing the robot to put each one in a different box. In our application, we are only going to show the labels of each image, but we could send the positions in the...