Dataset Versions
Versions
v1
2024-08-09 1:36pm
Generated on Aug 9, 2024
3175 Total Images
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Dataset Split
Train Set 92%
2925Images
Valid Set 5%
167Images
Test Set 3%
83Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%