Dataset Versions
v3
2024-07-28 2:23am
Generated on Jul 28, 2024
1689 Total Images
View All Images
Dataset Split
Train Set 88%
1482Images
Valid Set 8%
142Images
Test Set 4%
65Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.3% of pixels
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