Dataset Versions

v5

2024-08-24 7:47pm

Generated on Aug 24, 2024

Dataset Split

Train Set 88%
2673Images
Valid Set 8%
253Images
Test Set 4%
127Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1.2px
Noise: Up to 1.6% of pixels