Dataset Versions

v5

2023-06-25 8:53pm

Generated on Jun 25, 2023

Dataset Split

Train Set 93%
597Images
Valid Set 5%
29Images
Test Set 2%
16Images

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