Dataset Versions
v1
sb3_aug_yolo
Generated on Jan 12, 2022
2780 Total Images
View All Images
Dataset Split
Train Set 88%
2433Images
Valid Set 8%
231Images
Test Set 4%
116Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -7° and +7°
Brightness: Between -8% and +8%
Exposure: Between -7% and +7%
Cutout: 4 boxes with 8% size each