Leslie Pierce

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

Leslie Pierce 2022-06-03

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

Image normalization – Exploring Image Data

Leslie Pierce 2022-05-15

Image normalization is a preprocessing technique that is commonly...

Image resizing – Exploring Image Data-2

Leslie Pierce 2022-03-06

If the images do not show noticeable differences, it...

Image resizing – Exploring Image Data-1

Leslie Pierce 2022-01-16

Image resizing is the process of changing the dimensions...

Impact of aspect ratios on model performance – Exploring Image Data

Leslie Pierce 2021-12-29

Let’s understand the impact of aspect ratios on the...

Practice example for feature extraction – Exploring Image Data

Leslie Pierce 2021-11-14

Feature extraction from an image dataset such as CIFAR-10...

Practice example for adding annotations to an image – Exploring Image Data

Leslie Pierce 2021-10-12

We can add annotations to an image to highlight...

Practice example of visualizing data – Exploring Image Data-2

Leslie Pierce 2021-09-08

The resulting graph is as follows: Figure 4.3 –...

Practice example of visualizing data – Exploring Image Data-1

Leslie Pierce 2021-08-22

Let’s see an example of visualizing image data using...

Checking for class imbalance – Exploring Image Data

Leslie Pierce 2021-07-07

In many image classification problems, the classes may not...