Dataset Versions
v3
2024-05-17 4:59pm
Generated on May 17, 2024
250 Total Images
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Dataset Split
Train Set 80%
200Images
Valid Set 12%
30Images
Test Set 8%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -12° and +12°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.14% of pixels