Dataset Versions
Versions
v1
2024-10-04 4:36pm
Generated on Oct 4, 2024
1308 Total Images
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Dataset Split
Train Set 82%
1078Images
Valid Set 9%
114Images
Test Set 9%
116Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 1.88% of pixels