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
v43
9055
Generated on Mar 29, 2024
1492 Total Images
View All Images
Dataset Split
Train Set 90%
1338Images
Valid Set 5%
74Images
Test Set 5%
80Images
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%