Fruit Detection Apple-Orange-Banana

Instance Segmentation

Dataset Versions

v2

2023-04-05 8:25pm

Generated on Apr 5, 2023

Dataset Split

Train Set 69%
45Images
Valid Set 15%
10Images
Test Set 15%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±16° Horizontal, ±32° Vertical
Hue: Between -35° and +35°
Exposure: Between -40% and +40%
Noise: Up to 5% of pixels

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