Dataset Versions

v1

2023-03-19 6:04pm

Generated on Mar 19, 2023

Dataset Split

Train Set 92%
288Images
Valid Set 4%
12Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Grayscale: Apply to 26% of images
Noise: Up to 3% of pixels
Bounding Box: Rotation: Between -11° and +11°