Dataset Versions

v11

2024-02-25 8:05pm

Generated on Feb 26, 2024

Dataset Split

Train Set 86%
1563Images
Valid Set 9%
171Images
Test Set 5%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x240
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -6° and +6°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -18% and +18%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 0.57% of pixels
Bounding Box: Flip: Horizontal

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