Dataset Versions

v1

2023-03-15 6:06pm

Generated on Mar 15, 2023

Dataset Split

Train Set 87%
612Images
Valid Set 8%
57Images
Test Set 5%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -7° and +7°
Brightness: Between -25% and +25%
Exposure: Between -7% and +7%
Cutout: 3 boxes with 9% size each