Importing Albumentation and using augmenters(20190816)

In order to successfully import library albumentations, I first installed it.

Albumentation is a pytorch library for the augmentation of data.

After installing and importing the albumentations, in the next step I will perform 3 data augmentation functions in my dataloader code.

The link for my dataloader code is: https://postechackr-my.sharepoint.com/personal/juhpark_postech_ac_kr/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fjuhpark%5Fpostech%5Fac%5Fkr%2FDocuments%2FPDI%20Lab%2FMisha%2F20190813%20DATA%20PREPARATION%2FPart%5F3%5FDATALOADER%5FSkeleton%5Fcode%2820190813%29%2Epy&parent=%2Fpersonal%2Fjuhpark%5Fpostech%5Fac%5Fkr%2FDocuments%2FPDI%20Lab%2FMisha%2F20190813%20DATA%20PREPARATION

Even though I haven’t applied yet the following 3 functions will be added to the code described above.

CLAHE stands for Contrast-limited adaptive histogram equalization. It is customized transform.

IAASharpen() is an augmenter that sharpens images and overlays the result with the original image. Right now I am not varying the values for this function, it will be done later.

Leave a comment

Design a site like this with WordPress.com
Get started