ObjectDetection

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FruitNet

Instance Segmentation

FruitNet Image Dataset

Versions
2023-12-07 12:02pm
v5
Dec 7, 2023
v5

2023-12-07 12:02pm

Generated on Dec 7, 2023
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72 Total Images

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Dataset Split

Train Set 88%
63Images
Valid Set 8%
6Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels