Dataset Versions
v4
dataset6
Generated on
Jul 4, 2024
7564 Total Images
View All Images
Dataset Split
Train
Set
99%
7464Images
Valid
Set
1%
68Images
Test
Set
0%
32Images
Preprocessing
Auto-Orient:
Applied
Static Crop:
4-100% Horizontal Region, 16-79% Vertical Region
Resize:
Stretch to 640x640
Tile:
2 rows x 2 columns
Augmentations
Outputs per training example:
3
Flip:
Horizontal
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -12° and +12°
Saturation:
Between -25% and +25%
Brightness:
Between -22% and +22%
Noise:
Up to 0.18% of pixels