Dataset Versions
Versions
v1
2024-12-18 12:28am
Generated on Dec 18, 2024
9094 Total Images
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Dataset Split
Train Set 98%
8901Images
Valid Set 1%
89Images
Test Set 1%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 5.01% of pixels
Cutout: 3 boxes with 16% size each