Dataset Versions

v4

2023-12-18 4:53pm

Generated on Dec 18, 2023

Dataset Split

Train Set 92%
576Images
Valid Set 5%
32Images
Test Set 3%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels