Dataset Versions
v1
2024-05-31 4:36pm
Generated on May 31, 2024
988 Total Images
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Dataset Split
Train Set 87%
864Images
Valid Set 13%
124Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 4% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each