Dataset Versions
v3
2023-04-25 4:58pm
Generated on Apr 25, 2023
721 Total Images
View All Images
Dataset Split
Train Set 87%
630Images
Valid Set 8%
60Images
Test Set 4%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 5% of pixels