prestes

GDXray

Instance Segmentation

GDXray Image Dataset

v3

resized

Generated on Mar 26, 2024

Dataset Split

Train Set 90%
270Images
Valid Set 8%
24Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%