Dataset Versions
v1
2023-11-12 5:47pm
Generated on Nov 12, 2023
14657 Total Images
View All Images
Dataset Split
Train Set 88%
12825Images
Valid Set 8%
1221Images
Test Set 4%
611Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 1% of pixels