Dataset Versions

v7

2023-07-15 9:52pm

Generated on Jul 15, 2023

Dataset Split

Train Set 89%
1062Images
Valid Set 7%
87Images
Test Set 4%
45Images

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