Dataset Versions
v3
2023-06-08 4:21pm
Generated on Jun 8, 2023
659 Total Images
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Dataset Split
Train Set 90%
594Images
Valid Set 6%
40Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Brightness: Between -32% and +32%
Exposure: Between -30% and +30%
Blur: Up to 0.75px
Noise: Up to 5% of pixels
Cutout: 2 boxes with 3% size each