Dataset Versions

v12

2023-09-19 12:47pm

Generated on Sep 19, 2023

Dataset Split

Train Set 87%
4398Images
Valid Set 8%
398Images
Test Set 5%
275Images

Preprocessing

Isolate Objects: Applied
Resize: Fit (black edges) in 384x384
Modify Classes: 0 remapped, 3 dropped

Augmentations

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

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