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cow

Semantic Segmentation

cow Image Dataset

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2023-11-16 10:15am
v1
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7 months ago
61
v1

2023-11-16 10:15am

Generated on Nov 16, 2023
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61 Total Images

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Dataset Split

Train Set 89%
54Images
Valid Set 7%
4Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 4-96% Horizontal Region, 6-94% Vertical Region
Resize: Stretch to 320x320
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Shear: ±2° Horizontal, ±4° Vertical
Hue: Between -4° and +4°
Saturation: Between -28% and +28%
Blur: Up to 1px
Cutout: 7 boxes with 5% size each