CompTIA DataX (DY0-001) — Question 73

Which of the following image data augmentation techniques allows a data scientist to increase the size of a data set?

Answer options

• A. Clipping
• B. Cropping
• C. Masking
• D. Scaling

Correct answer: B

Explanation

Cropping is the correct answer because it allows for the generation of new images from existing ones by cutting out portions, thereby increasing the dataset size. Clipping, masking, and scaling do not effectively create new unique data points in the same way cropping does.