Dataset Versions

v6

2023-07-11 11:19pm

Generated on Jul 11, 2023

Dataset Split

Train Set 90%
1140Images
Valid Set 6%
81Images
Test Set 3%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x480
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%
Noise: Up to 5% of pixels