Yasser Schuck Antonio Tuma

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seguranca em pontes

Instance Segmentation

seguranca em pontes Image Dataset

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Versions
Pessoa Teste
v6
Mar 13, 2023
Pessoas
v5
Mar 5, 2023
Barreiras de protecao
v3
Mar 1, 2023
2023-01-31 3:43pm
v2
Jan 31, 2023
2023-01-24 2:48pm
v1
Jan 24, 2023
v5

Pessoas

Generated on Mar 5, 2023
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2004 Total Images

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Dataset Split

Train Set 88%
1758Images
Valid Set 8%
163Images
Test Set 4%
83Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -7° and +7°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
Noise: Up to 5% of pixels