Dataset Versions
v4
416x416_aug
Generated on Feb 23, 2021
874 Total Images
View All ImagesDataset 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%