trafficsign

jkhk

Classification

jkhk Image Dataset

v2

2022-09-27 4:09am

Generated on Sep 27, 2022

Dataset Split

Train Set 87%
564Images
Valid Set 8%
54Images
Test Set 4%
27Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -40° and +40°
Shear: ±11° Horizontal, ±22° Vertical
Brightness: Between -20% and +20%
Blur: Up to 1px
Cutout: 11 boxes with 8% size each