Dataset Versions

v11

2023-09-06 10:21am

Generated on Sep 6, 2023

0 Total Images

View All Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 23-80% Horizontal Region, 30-80% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 11 remapped, 14 dropped
Filter Null: Require at least 85% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 1px
Mosaic: Applied
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

Similar Projects

See More
482 images
331 images 1 model
370 images 1 model
517 images 1 model