SiavashGorji

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SiavashIrancell

Instance Segmentation

SiavashIrancell Image Dataset

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Versions
2024-06-22 8:33am
v5
·
9 days ago
2024-06-21 10:55pm
v1
·
10 days ago
v5

2024-06-22 8:33am

Generated on Jun 22, 2024
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1141 Total Images

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Dataset Split

Train Set 89%
1014Images
Valid Set 8%
95Images
Test Set 3%
32Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 5px
Cutout: 3 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%