Checking for class imbalance

How CNNs work – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-08-29

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

Image translation – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-03-09

Image rotation Image rotation is a technique where an...

Kernel trick – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-02-16

Let’s say you have data points on a sheet...

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...

Example – person image detection using the YOLO V3 pre-trained classifier – Labeling Image Data Using Rules

Leslie Pierce 2023-11-11

Let’s get started with the code:# Load an image...

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...

Labeling images using rules based on properties – Labeling Image Data Using Rules

Leslie Pierce 2023-06-01

Let us see an example of Python code that...

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...

Performing transformations on images – image augmentation – Exploring Image Data-2

Leslie Pierce 2022-08-17

Let us see some example Python code for image...

Performing transformations on images – image augmentation – Exploring Image Data-1

Leslie Pierce 2022-06-03

In the realm of image processing and deep learning,...