How CNNs work

How CNNs work – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-08-29

Let us understand how CNNs work for the desired...

Evaluating the SVM’s performance on the augmented dataset – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-07-03

To evaluate the performance of the SVM on the...

Evaluating SVM on the original dataset – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-06-07

We evaluate the performance of the original dataset to...

Training support vector machines with augmented image data – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-01-03

In this chapter, we will learn how to label...

Labeling images using transformations – Labeling Image Data Using Rules

Leslie Pierce 2023-12-30

In this section, let us see the different types...

Example – digit classification using a pre-trained classifier – Labeling Image Data Using Rules

Leslie Pierce 2023-10-20

In this example, we will first load the MNIST...

Example 1 – image classification – a bicycle with and without a person – Labeling Image Data Using Rules

Leslie Pierce 2023-08-23

Contour height, in the context of image processing and...

A practical example of plant disease detection – Labeling Image Data Using Rules

Leslie Pierce 2023-04-05

Let us see the example LF for plant disease...

Real-world applications – Labeling Image Data Using Rules

Leslie Pierce 2023-02-18

Manual inspection of images for classification, along with the...

Rules based on the manual visualization of an image’s object color – Labeling Image Data Using Rules

Leslie Pierce 2022-12-21

In this section, let us see how we can...