Mohamed Traore

Forklift

Object Detection

Forklift Image Dataset

v4

augmented-FAST_model

Generated on Mar 26, 2022

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Dataset Split

Train Set 88%
885Images
Valid Set 8%
84Images
Test Set 4%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Blur: Up to 1px