Dataset Versions
v1
2024-08-26 1:06pm
Generated on Aug 26, 2024
975 Total Images
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Dataset Split
Train Set 92%
897Images
Valid Set 6%
57Images
Test Set 2%
21Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -31% and +31%
Blur: Up to 2.8px
Cutout: 3 boxes with 10% size each
Mosaic: Applied