Dataset Versions

v5

2024-05-14 5:31pm

Generated on May 14, 2024

Dataset Split

Train Set 96%
2670Images
Valid Set 1%
20Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%