Dataset Versions
Versions
2024-03-05 9:15pm
v10
· 8 months ago
2024-03-05 3:06pm
v9
· 8 months ago
2024-03-04 8:42pm
v8
· 8 months ago
2024-02-09 5:34pm
v7
· 9 months ago
2024-02-08 10:56pm
v6
· 9 months ago
2024-02-07 10:27pm
v5
· 9 months ago
2024-01-10 2:43pm
v4
· 10 months ago
2023-10-13 3:46pm
v2
· a year ago
2023-09-28 3:25pm
v1
· a year ago
v5
2024-02-07 10:27pm
Generated on Feb 7, 2024
853 Total Images
View All Images
Dataset Split
Train Set 95%
813Images
Valid Set 4%
30Images
Test Set 1%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±13° Vertical
Grayscale: Apply to 14% of images
Hue: Between -15° and +15°
Saturation: Between -17% and +17%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.03% of pixels