Dataset Versions

v5

2023-09-20 10:12am

Generated on Sep 20, 2023

Dataset Split

Train Set 88%
894Images
Valid Set 7%
71Images
Test Set 5%
47Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 28% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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