Dataset Versions
v11
2022-09-18 11:16pm
Generated on Sep 18, 2022
4290 Total Images
View All Images
Dataset Split
Train Set 87%
3741Images
Valid Set 1%
50Images
Test Set 12%
499Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -20% and +20%