staff2 Computer Vision Dataset
Versions
10393 Total Images
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Dataset Split
Train Set 92%
9575Images
Valid Set 5%
546Images
Test Set 3%
272Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Motion Blur: Length 100px, Angle: 0°, Frames: 1