Dataset Versions

v4

2023-08-25 7:55am

Generated on Aug 25, 2023

Dataset Split

Train Set 73%
1706Images
Valid Set 26%
612Images
Test Set 1%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Saturation: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 2.5px
Bounding Box: Rotation: Between -5° and +5°