Dataset Versions
v5
2024-09-15 10:52am
Generated on Sep 15, 2024
1458 Total Images
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Dataset Split
Train Set 88%
1278Images
Valid Set 8%
119Images
Test Set 4%
61Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1.01% of pixels