Dataset Versions
v2
2023-09-27 12:06pm
Generated on Sep 27, 2023
10588 Total Images
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Dataset Split
Train Set 88%
9288Images
Valid Set 8%
861Images
Test Set 4%
439Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1px
Cutout: 7 boxes with 10% size each