Dataset Versions
v12
DATASETV2- AUGS
Generated on May 15, 2024
1200 Total Images
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Dataset Split
Train Set 88%
1050Images
Valid Set 6%
75Images
Test Set 6%
75Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
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
Cutout: 3 boxes with 10% size each
Mosaic: Applied