Dataset Versions

v4

2023-05-08 10:35am

Generated on May 8, 2023

Dataset Split

Train Set 97%
4293Images
Valid Set 2%
85Images
Test Set 2%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images