Dataset Versions
Versions
2024-11-22 3:35pm
v10
· a day ago
2024-11-22 12:56am
v9
· 2 days ago
2024-11-20 2:15pm
v8
· 3 days ago
2024-11-20 2:13pm
v7
· 3 days ago
2024-11-20 2:10pm
v6
· 3 days ago
2024-11-20 2:07pm
v5
· 3 days ago
2024-11-19 12:00pm
v4
· 4 days ago
2024-11-19 11:57am
v3
· 4 days ago
2024-11-19 11:54am
v2
· 4 days ago
2024-11-19 11:52am
v1
· 4 days ago
v2
2024-11-19 11:54am
Generated on Nov 19, 2024
2098 Total Images
View All Images
Dataset Split
Train Set 87%
1833Images
Valid Set 6%
132Images
Test Set 6%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
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