ruler_v2.1 Dataset

2024-10-22 8:42am

Generated on Oct 22, 2024

Train Set 87%

27Images

Valid Set 6%

2Images

Test Set 6%

2Images

Resize: Stretch to 640x640

Outputs per training example: 3

Flip: Horizontal, Vertical

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

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Shear: ±15° Horizontal, ±15° Vertical

Grayscale: Apply to 15% of images

Hue: Between -15° and +15°

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Exposure: Between -15% and +15%

Blur: Up to 2.5px

Noise: Up to 0.1% of pixels

Cutout: 3 boxes with 10% size each

Mosaic: Applied

Bounding Box: Flip: Horizontal, Vertical

1.5k images

286 images

658 images 1 model

2.3k images

104 images