Image translation

• 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...

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• 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...

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• 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...

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• 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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• 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...

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

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...

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• Checking for class imbalance
• Image translation
• IT Certification Exams
• Kernel trick

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...

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

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...

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

Real-world applications – Labeling Image Data Using Rules

Leslie Pierce 2023-02-18

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

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

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...

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