Dataset Versions

v7

2024-10-31 2:47pm

Generated on Oct 31, 2024

Dataset Split

Train Set 83%
3476Images
Valid Set 13%
532Images
Test Set 4%
170Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Crop: 40% Minimum Zoom, 60% Maximum Zoom
Rotation: Between -21° and +21°
Bounding Box: Crop: 19% Minimum Zoom, 39% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°