Dataset Versions
Versions
v1
2024-08-20 4:31pm
Generated on
Aug 20, 2024
23499 Total Images
View All ImagesDataset Split
Train
Set
87%
20550Images
Valid
Set
8%
1978Images
Test
Set
4%
971Images
Preprocessing
Auto-Orient:
Applied
Static Crop:
25-75% Horizontal Region, 25-75% Vertical Region
Resize:
Stretch to 640x640
Auto-Adjust Contrast:
Using Adaptive Equalization
Filter Null:
Require all images to contain annotations.
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Crop:
0% Minimum Zoom, 20% Maximum Zoom
Shear:
±10° Horizontal, ±10° Vertical