Dataset Versions

v2

2023-06-11 10:11pm

Generated on Jun 11, 2023

Dataset Split

Train Set 88%
15219Images
Valid Set 9%
1478Images
Test Set 4%
674Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 320x320
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -10% and +10%
Exposure: Between -15% and +15%
Noise: Up to 5% of pixels

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