Dataset Versions

v7

2023-12-06 11:17am

Generated on Dec 6, 2023

Dataset Split

Train Set 87%
306Images
Valid Set 7%
26Images
Test Set 5%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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306 images 1 model