Dataset Versions
v4
2024-09-29 10:55am
Generated on Sep 29, 2024
408 Total Images
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Dataset Split
Train Set 76%
309Images
Valid Set %
0Images
Test Set 24%
99Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -24° and +24°
Exposure: Between -10% and +10%
Noise: Up to 0.93% of pixels