Dataset Versions
Versions
v1
2024-11-29 6:59pm
Generated on Nov 29, 2024
6685 Total Images
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Dataset Split
Train Set 96%
6447Images
Valid Set %
0Images
Test Set 4%
238Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.05% of pixels