Dataset Versions

v41

dm1-label

Generated on Nov 1, 2024

Dataset Split

Train Set 87%
870Images
Valid Set 8%
82Images
Test Set 5%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Modify Classes: 25 remapped, 25 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.96% of pixels

Similar Projects

See More