Dataset Versions
Versions
v1
2021-10-09 1:01am
Generated on Oct 8, 2021
8630 Total Images
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Dataset Split
Train Set 87%
7551Images
Valid Set 8%
719Images
Test Set 4%
360Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -40% and +40%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px