Species-Segmentation Image Dataset
Versions
v1
2023-12-11 1:50pm
Generated on Dec 11, 2023
2393 Total Images
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Dataset Split
Train Set 88%
2094Images
Valid Set 8%
199Images
Test Set 4%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 2048x2048
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Cutout: 3 boxes with 16% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2px
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