Apollo

BottleCap

Object Detection

BottleCap Image Dataset

v4

2022-11-24 2:40pm

Generated on Nov 24, 2022

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Dataset Split

Train Set 86%
162Images
Valid Set 9%
16Images
Test Set 5%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x240

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 4px
Noise: Up to 1% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -55% and +55%