Dataset Versions

v1

2023-11-24 11:37pm

Generated on Nov 24, 2023

Dataset Split

Train Set 82%
7824Images
Valid Set 12%
1096Images
Test Set 6%
572Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -26% and +26%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%