Dataset Versions

v3

2023-03-20 3:29pm

Generated on Mar 20, 2023

Dataset Split

Train Set 77%
1235Images
Valid Set 15%
237Images
Test Set 8%
135Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 6 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Noise: Up to 10% of pixels