Dataset Versions
Versions
2024-12-25 1:17am
v11
· 6 days ago
2024-12-25 1:04am
v10
· 6 days ago
2024-12-25 12:46am
v9
· 6 days ago
2024-12-25 12:25am
v8
· 6 days ago
2024-12-23 11:53pm
v7
· 7 days ago
2024-12-06 10:10am
v6
· 25 days ago
2024-12-05 1:22am
v5
· a month ago
2024-12-05 1:07am
v3
· a month ago
2024-12-05 12:46am
v2
· a month ago
2024-12-05 12:40am
v1
· a month ago
v11
2024-12-25 1:17am
Generated on Dec 24, 2024
524 Total Images
View All Images
Dataset Split
Train Set 85%
444Images
Valid Set 8%
44Images
Test Set 7%
36Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fit (white edges) in 850x850
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 1 rows x 1 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 23% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels