Dataset Versions
v1
2023-07-18 4:36pm
Generated on Jul 18, 2023
9108 Total Images
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Dataset Split
Train Set 81%
7368Images
Valid Set 16%
1420Images
Test Set 4%
320Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 1280x960
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%