Dataset Versions

v12

2023-02-23 10:50pm

Generated on Feb 23, 2023

Dataset Split

Train Set 76%
2433Images
Valid Set 14%
441Images
Test Set 10%
334Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Grayscale: Apply to 11% of images
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels

Similar Projects

See More
59 images 1 model