Dataset Versions
v5
2024-11-01 8:10am
Generated on Nov 1, 2024
573 Total Images
View All ImagesDataset Split
Train Set 88%
504Images
Valid Set 8%
45Images
Test Set 4%
24Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Blur: Up to 1px
Noise: Up to 0.18% of pixels