Michaela

dipl

Object Detection

dipl Image Dataset

v1

2022-04-04 4:17pm

Generated on Apr 4, 2022

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Dataset Split

Train Set 80%
12Images
Valid Set 7%
1Images
Test Set 13%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -23° and +23°
Blur: Up to 3.25px
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels