Dataset Versions
Versions
2024-05-07 10:13pm
v11
· 8 months ago
2024-03-16 10:00pm
v10
· 9 months ago
2024-02-17 1:28am
v9
· 10 months ago
2024-02-16 11:17pm
v8
· 10 months ago
2024-01-25 11:48pm
v5
· a year ago
2024-01-25 9:34pm
v4
· a year ago
2024-01-25 1:58pm
v3
· a year ago
2024-01-25 1:38pm
v2
· a year ago
2024-01-25 12:56pm
v1
· a year ago
v10
2024-03-16 10:00pm
Generated on Mar 16, 2024
306 Total Images
View All Images
Dataset Split
Train Set 90%
276Images
Valid Set 7%
20Images
Test Set 3%
10Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -88° and +88°
Saturation: Between -49% and +49%
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Blur: Up to 1.6px