Initial Data Set Computer Vision Dataset
Versions
727 Total Images
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Dataset Split
Train Set 88%
636Images
Valid Set 8%
61Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -11° and +11°
Shear: ±11° Horizontal, ±10° Vertical
Blur: Up to 2px
Noise: Up to 1.21% of pixels