Dataset Versions
v1
2024-05-10 2:03am
Generated on May 9, 2024
18704 Total Images
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Dataset Split
Train Set 88%
16416Images
Valid Set 8%
1504Images
Test Set 4%
784Images
Preprocessing
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Tile: 4 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels