Dataset Versions

v11

2024-07-18 12:31am

Generated on Jul 18, 2024

Dataset Split

Train Set 95%
15617Images
Valid Set 5%
839Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 7
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -29% and +29%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Blur: Up to 2.2px
Noise: Up to 1.09% of pixels