Dataset Versions
v1
v1
Generated on Sep 9, 2021
12394 Total Images
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Dataset Split
Train Set 96%
11949Images
Valid Set %
0Images
Test Set 4%
445Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 5% size each