Dataset Versions
v3
shear_0
Generated on Jul 14, 2023
4651 Total Images
View All Images
Dataset Split
Train Set 88%
4071Images
Valid Set 8%
387Images
Test Set 4%
193Images
Preprocessing
Auto-Orient: Applied
Static Crop: 20-63% Horizontal Region, 14-72% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -35% and +35%
Brightness: Between -36% and +36%
Exposure: Between -10% and +10%