Dataset Versions
v4
2023-03-29 5:16pm
Generated on Mar 29, 2023
304 Total Images
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Dataset Split
Train Set 85%
258Images
Valid Set 8%
25Images
Test Set 7%
21Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%