Dataset Versions
v3
2022-12-05 10:40pm
Generated on Dec 6, 2022
991 Total Images
View All Images
Dataset Split
Train Set 84%
834Images
Valid Set 10%
96Images
Test Set 6%
61Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 240x240
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels