Apple Developer Academy Postech

Pill Segmentation

Semantic Segmentation

Pill Segmentation Image Dataset

v14

2023-08-25 2:09am

Generated on Aug 24, 2023

Dataset Split

Train Set 97%
779Images
Valid Set %
0Images
Test Set 3%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 512x512
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down