Dataset Versions

v14

2023-09-19 12:52pm

Generated on Sep 19, 2023

Dataset Split

Train Set 86%
6981Images
Valid Set 9%
729Images
Test Set 4%
362Images

Preprocessing

Isolate Objects: Applied
Resize: Fit (black edges) in 384x384
Modify Classes: 17 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 10% of pixels

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