Dataset Versions

2023-10-21 6:59pm

Generated on Oct 21, 2023

Train Set 88%

360Images

Valid Set 9%

36Images

Test Set 4%

15Images

Auto-Orient: Applied

Isolate Objects: Applied

Resize: Stretch to 640x640

Outputs per training example: 3

Flip: Horizontal

Crop: 0% Minimum Zoom, 24% Maximum Zoom

Rotation: Between -15° and +15°

Grayscale: Apply to 25% of images

Brightness: Between 0% and +33%

Blur: Up to 2.5px

Cutout: 3 boxes with 10% size each

Bounding Box: Shear: ±15° Horizontal, ±15° Vertical