Dataset Versions
Versions
v4
2024-04-13 11:35pm
Generated on Apr 13, 2024
760 Total Images
View All Images
Dataset Split
Train Set 93%
705Images
Valid Set 5%
39Images
Test Set 2%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 225x225
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels