Dataset Versions
v2
2024-05-15 9:59pm
Generated on May 15, 2024
7132 Total Images
View All Images
Dataset Split
Train Set 94%
6720Images
Valid Set 4%
275Images
Test Set 2%
137Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 224x224
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±13° Horizontal, ±13° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 1.17% of pixels