Dataset Versions

v3

2023-09-01 3:49pm

Generated on Sep 1, 2023

Dataset Split

Train Set 88%
4122Images
Valid Set 8%
393Images
Test Set 4%
195Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels