Dataset Versions
v3
2024-03-30 5:12pm
Generated on Mar 30, 2024
2248 Total Images
View All Images
Dataset Split
Train Set 88%
1968Images
Valid Set 6%
140Images
Test Set 6%
140Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1.5% of pixels