Moving Storage Bins Image Dataset

augmented-10x-ACCURATE-model

Version 5
Generated Aug 22, 2022

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Train / Test Split

Training Set

96
220
images

Validation Set

3
6
images

Testing Set

2
4
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 10
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 2% of pixels
Details
Version Name: augmented-10x-ACCURATE-model
Version ID: 5
Generated: Aug 22, 2022
Annotation Group: bins