Dataset Versions

v1

2023-02-15 12:52pm

Generated on Feb 15, 2023

Dataset Split

Train Set 91%
51Images
Valid Set 5%
3Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

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

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