Dataset Versions
v1
2024-11-03 8:05pm
Generated on Nov 3, 2024
6944 Total Images
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Dataset Split
Train Set 95%
6624Images
Valid Set 3%
224Images
Test Set 1%
96Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%