Leslie Pierce

• Checking for class imbalance
• Exams of IT
• How CNNs work
• Image translation
• IT Certification Exams

How CNNs work – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-08-29

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

Read More

• Exams of IT
• How CNNs work
• Image translation
• IT Certification Exams

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...

Read More

• How CNNs work
• Image translation
• IT Certification Exams
• Kernel trick

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...

Read More

• Image translation
• IT Certification Exams
• Kernel trick
• Real-world applications

Implementing an SVM with the default hyperparameters – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-05-23

Hyperparameters in SVMs are parameters that are not learned...

Read More

• IT Certification Exams
• Kernel trick
• Real-world applications
• 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...

Read More

• Checking for class imbalance
• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Image translation – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-03-09

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

Read More

• Checking for class imbalance
• Exams of IT
• IT Certification Exams
• Real-world applications
• Technical requirements

Kernel trick – Labeling Image Data Using Data Augmentation

Leslie Pierce 2024-02-16

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

Read More

• Checking for class imbalance
• Exams of IT
• How CNNs work
• IT Certification Exams
• Technical requirements

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...

Read More

• How CNNs work
• Image translation
• IT Certification Exams
• Kernel trick

Labeling images using transformations – Labeling Image Data Using Rules

Leslie Pierce 2023-12-30

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

Read More

• Checking for class imbalance
• Exams of IT
• IT Certification Exams
• Real-world applications
• Technical requirements

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...

Read More