Dataset Versions

v2

2024-05-16 6:37am

Generated on May 15, 2024

Dataset Split

Train Set 90%
2004Images
Valid Set 7%
149Images
Test Set 3%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Noise: Up to 1.05% of pixels
Cutout: 3 boxes with 10% size each