Dataset Versions
v1
2024-12-29 1:10pm
Generated on Dec 29, 2024
2541 Total Images
View All Images
Dataset Split
Train Set 91%
2319Images
Valid Set 5%
139Images
Test Set 3%
83Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 3% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.8px
Noise: Up to 0.1% of pixels