Dataset Versions
v1
Ver_1
Generated on Nov 14, 2023
527 Total Images
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Dataset Split
Train Set 86%
453Images
Valid Set 7%
37Images
Test Set 7%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 5% size each