Dataset Versions
v4
416x416_aug
Generated on
Feb 23, 2021
874 Total Images
View All Images
Dataset Split
Train
Set
88%
765Images
Valid
Set
8%
73Images
Test
Set
4%
36Images
Preprocessing
Resize:
Stretch to 416x416
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 15% Maximum Zoom
Hue:
Between -25° and +25°
Saturation:
Between -25% and +25%
Brightness:
Between -15% and +15%
Exposure:
Between -20% and +20%
