Dataset Versions
Versions
v1
2023-08-20 6:11pm
Generated on Aug 20, 2023
16496 Total Images
View All Images
Dataset Split
Train Set 88%
14508Images
Valid Set 6%
988Images
Test Set 6%
1000Images
Preprocessing
Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Modify Classes: 53 remapped, 165 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical