Technical requirements

Introducing the CIFAR-10 dataset – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-04-12

Introducing the CIFAR-10 dataset The CIFAR-10 dataset is a...

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 2 – image classification – dog and cat images – Labeling Image Data Using Rules

Leslie Pierce 2023-09-04

Let us see another example of labeling images to...

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...

Technical requirements – Labeling Image Data Using Rules

Leslie Pierce 2022-09-16

In this chapter, we will explore data labeling techniques...

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,...