Dataset Versions
Versions
701515-contrast-stretching
v58
· 7 months ago
701515-50-null-moreAug
v55
· 7 months ago
701515-nontiled
v48
· 7 months ago
701515-NULL20
v47
· 7 months ago
9055
v43
· 8 months ago
602020
v38
· 8 months ago
701515
v31
· 8 months ago
801010
v27
· 8 months ago
2024-03-28 3:26pm
v26
· 8 months ago
2024-03-27 4:33pm
v14
· 8 months ago
OneClass-Tiled-Resized640
v3
· 8 months ago
v27
801010
Generated on Mar 28, 2024
1264 Total Images
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Dataset Split
Train Set 80%
1009Images
Valid Set 10%
123Images
Test Set 10%
132Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Filter Null: Require at least 40% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Brightness: Between -10% and +10%