Dataset Versions

v2

2024-01-10 9:00pm

Generated on Jan 10, 2024

Dataset Split

Train Set 88%
567Images
Valid Set 8%
54Images
Test Set 4%
27Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -4° and +4°
Brightness: Between -12% and +12%
Exposure: Between -6% and +6%
Blur: Up to 0.9px
Noise: Up to 0.04% of pixels

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