Dataset Versions

v12

2024-07-18 12:27am

Generated on Jul 18, 2024

Dataset Split

Train Set 97%
1995Images
Valid Set 3%
53Images
Test Set 1%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±21° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -34% and +34%
Brightness: Between -16% and +16%
Exposure: Between -12% and +12%
Blur: Up to 0.8px
Noise: Up to 0.65% of pixels

Similar Projects

See More
9.9k images 1 model