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Symbols detection

Classification

Symbols detection Image Dataset

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Versions
2022-05-06 6:12pm
v1
May 6, 2022
v1

2022-05-06 6:12pm

Generated on May 6, 2022
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21111 Total Images

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Dataset Split

Train Set 87%
18441Images
Valid Set 8%
1774Images
Test Set 4%
896Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels