tililing Computer Vision Dataset
Versions
4335 Total Images
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Dataset Split
Train Set 91%
3940Images
Valid Set 4%
197Images
Test Set 5%
198Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 10
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels