Additive Manufacturing QA

3Dprinting

Object Detection

3Dprinting Image Dataset

v6

augmented

Generated on Sep 19, 2022

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Dataset Split

Train Set 90%
624Images
Valid Set 7%
48Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -32% and +32%
Brightness: Between -32% and +32%
Exposure: Between -10% and +10%
Blur: Up to 0.5px