Dataset Versions

v1

2022-12-05 9:36pm

Generated on Dec 6, 2022

Dataset Split

Train Set 85%
1245Images
Valid Set 9%
136Images
Test Set 6%
89Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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