Google Earth Dataset
Versions
v1
2024-09-13 2:05pm
Generated on Sep 13, 2024
115 Total Images
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Dataset Split
Train Set 89%
102Images
Valid Set 8%
9Images
Test Set 3%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels