Dataset Versions

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Versions
Cropped and resized
v8
·
8 months ago
Cropped and resized
v7
·
8 months ago
Rebalance forced
v6
·
9 months ago
Filtered
v4
·
9 months ago
Balanced Split
v3
·
9 months ago
Standard augmentation
v2
·
a year ago
v7

Cropped and resized

Generated on Mar 23, 2024
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Dataset Split

Train Set 81%
564Images
Valid Set 12%
80Images
Test Set 7%
50Images

Preprocessing

Auto-Orient: Applied
Static Crop: 20-80% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 1000x1000
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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