Dataset Versions

v4

2023-01-25 4:35pm

Generated on Jan 25, 2023

Dataset Split

Train Set 99%
1680Images
Valid Set %
0Images
Test Set 1%
20Images

Preprocessing

Auto-Orient: Applied
Static Crop: 27-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%

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