Dataset Versions
Versions
v4
AddedCompressionITCl_FinalPracticumamp
Generated on Feb 24, 2023
517 Total Images
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Dataset Split
Train Set 86%
447Images
Valid Set 8%
39Images
Test Set 6%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels