Dataset Versions
v2
2024-01-27 7:55am
Generated on Jan 27, 2024
25163 Total Images
View All Images
Dataset Split
Train Set 94%
23709Images
Valid Set 4%
968Images
Test Set 2%
486Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.5% of pixels