Dataset Versions

v8

2023-01-09 5:46pm

Generated on Jan 9, 2023

Dataset Split

Train Set 86%
957Images
Valid Set 7%
82Images
Test Set 7%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 768x768
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 20% of images
Hue: Between -148° and +148°
Saturation: Between -90% and +90%
Brightness: Between -27% and +27%
Blur: Up to 3.25px
Noise: Up to 3% of pixels
Mosaic: Applied

Similar Projects

See More
572 images 2 models