Dataset Versions
Versions
2024-09-05 4:23am
v11
· 3 months ago
2024-09-05 4:07am
v10
· 3 months ago
2024-09-05 3:59am
v9
· 3 months ago
2024-09-03 2:03pm
v8
· 3 months ago
2024-09-03 1:06am
v7
· 3 months ago
2024-08-07 6:51pm
v6
· 4 months ago
2024-08-07 6:44pm
v5
· 4 months ago
2024-08-07 6:33pm
v4
· 4 months ago
2024-07-25 4:04pm
v3
· 4 months ago
2024-07-25 3:59pm
v2
· 4 months ago
2024-07-25 3:08pm
v1
· 4 months ago
v7
2024-09-03 1:06am
Generated on Sep 3, 2024
4105 Total Images
View All Images
Dataset Split
Train Set 93%
3816Images
Valid Set 3%
134Images
Test Set 4%
155Images
Preprocessing
Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -19° and +19°
Saturation: Between -25% and +25%
Brightness: Between -19% and +19%
Exposure: Between -12% and +12%
Blur: Up to 2.7px
Noise: Up to 1.65% of pixels