Dataset Versions

v2

2021-12-27 5:08pm

Generated on Dec 27, 2021

Dataset Split

Train Set 100%
603Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±8° Vertical
Hue: Between -59° and +59°
Saturation: Between -6% and +6%
Brightness: Between -6% and +6%
Exposure: Between -8% and +8%
Blur: Up to 1px
Noise: Up to 1% of pixels

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