Dataset Versions
v3
2024-06-02 2:42pm
Generated on Jun 2, 2024
817 Total Images
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Dataset Split
Train Set 94%
770Images
Valid Set 4%
31Images
Test Set 2%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 7
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels