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Soft

Classification

Soft Image Dataset

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Versions
2022-10-31 3:11am
v9
·
2 years ago
2022-10-31 1:15am
v8
·
2 years ago
Soft Tissues
v7
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2 years ago
v8

2022-10-31 1:15am

Generated on Oct 31, 2022
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18934 Total Images

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Dataset Split

Train Set 87%
16548Images
Valid Set 8%
1567Images
Test Set 4%
819Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 21 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -10° and +10°
Brightness: Between -10% and +10%
Noise: Up to 3% of pixels