SampleTree Dataset
v3
ver3
Generated on Jul 28, 2023
178 Total Images
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Dataset Split
Train Set 61%
108Images
Valid Set 34%
60Images
Test Set 6%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 8% of pixels
Cutout: 4 boxes with 25% size each
Mosaic: Applied