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Tomato Classification

Classification

Tomato Classification Image Dataset

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Versions
2022-08-19 7:39pm
v3
Aug 19, 2022
2022-08-19 5:31pm
v2
Aug 19, 2022
2022-08-19 3:43pm
v1
Aug 19, 2022
v2

2022-08-19 5:31pm

Generated on Aug 19, 2022
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6978 Total Images

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Dataset Split

Train Set 87%
6105Images
Valid Set 8%
581Images
Test Set 4%
292Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 16% size each