Spacenet Dataset

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2024-08-15 8:13pm
v1
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a month ago
v1

2024-08-15 8:13pm

Generated on Aug 15, 2024
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21600 Total Images

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Dataset Split

Train Set 88%
18900Images
Valid Set 8%
1800Images
Test Set 4%
900Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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