ObsGround Image Dataset
Versions
v1
2024-06-14 7:37pm
Generated on Jun 14, 2024
199 Total Images
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Dataset Split
Train Set 87%
174Images
Valid Set 9%
17Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 8% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±7° Horizontal, ±15° Vertical
Saturation: Between -32% and +32%
Brightness: Between -17% and +17%
Blur: Up to 0.6px
Noise: Up to 1.88% of pixels
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