Dataset Versions
v1
2024-02-23 3:01pm
Generated on Feb 23, 2024
2345 Total Images
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Dataset Split
Train Set 91%
2130Images
Valid Set 7%
172Images
Test Set 2%
43Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: Glass
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels