Dataset Versions
v1
Liquid containers on conveyor belt
Generated on Oct 16, 2024
5658 Total Images
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Dataset Split
Train Set 92%
5223Images
Valid Set 6%
326Images
Test Set 2%
109Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.9px
Noise: Up to 1.96% of pixels