Dataset Versions

v1

2024-09-24 1:32pm

Generated on Sep 24, 2024

Dataset Split

Train Set 88%
7911Images
Valid Set 8%
720Images
Test Set 4%
369Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.1px