Real-world applications

• 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...

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• 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...

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• 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...

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• 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...

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• 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...

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• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

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...

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• Exams of IT
• How CNNs work
• IT Certification Exams
• Real-world applications
• Technical requirements

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...

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

Image labeling using rules with Snorkel – Labeling Image Data Using Rules

Leslie Pierce 2022-11-07

Snorkel is an open source data platform that provides...

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• IT Certification Exams
• Kernel trick
• Real-world applications
• Technical requirements

Technical requirements – Labeling Image Data Using Rules

Leslie Pierce 2022-09-16

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

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

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

Leslie Pierce 2022-08-17

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

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