Dataset Versions
Versions
2024-07-05 10:51am
v10
· 5 months ago
2024-07-05 8:43am
v9
· 5 months ago
2024-07-05 6:50am
v8
· 5 months ago
2024-07-05 6:30am
v7
· 5 months ago
2024-07-05 6:20am
v6
· 5 months ago
2024-07-05 5:25am
v4
· 5 months ago
2024-07-04 1:46pm
v3
· 5 months ago
2024-06-11 9:20pm
v2
· 6 months ago
2024-06-11 4:37pm
v1
· 6 months ago
v3
2024-07-04 1:46pm
Generated on Jul 4, 2024
2212 Total Images
View All Images
Dataset Split
Train Set 92%
2046Images
Valid Set 4%
86Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels