Automatic object inspection classification example

Continuing with the example of the previous chapter, the automatic object inspection segmentation, where a carrier tape contains three different types of objects (nuts, screws, and rings), and with Computer Vision, we will be able to recognize each one of them to send notifications to a robot or similar to put each one in different boxes.

In Chapter 5, Automated Optical Inspection, Object Segmentation, and Detection, we preprocessed the input images and extracted the regions of interest of images and isolated each object using different techniques. Now, we will apply all these concepts, as explained in previous sections, in this example to extract features and classify each object and allow to possible robot to put each one in different boxes. In our application, we are only going to show the labels of each image in an image, but we can send the positions in the image and the labels to other devices as a robot.

Then, our goal is from an input...