Dataset Versions

D1

Generated on Sep 1, 2023

Train Set 88%

348Images

Valid Set 8%

32Images

Test Set 4%

17Images

Auto-Orient: Applied

Resize: Fit within 640x640

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 0% Minimum Zoom, 80% Maximum Zoom

Rotation: Between -45° and +45°

Shear: ±45° Horizontal, ±45° Vertical

Grayscale: Apply to 100% of images

Bounding Box: Flip: Horizontal, Vertical

Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Bounding Box: Crop: 0% Minimum Zoom, 90% Maximum Zoom

Bounding Box: Rotation: Between -45° and +45°

Bounding Box: Shear: ±45° Horizontal, ±45° Vertical

Bounding Box: Brightness: Between -30% and +30%