Dataset Versions

v7

2024-08-04 6:16pm

Generated on Aug 4, 2024

Dataset Split

Train Set 94%
1215Images
Valid Set 3%
43Images
Test Set 2%
29Images

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%