Dataset Versions

v7

2024-11-29 10:25am

Generated on Nov 29, 2024

Dataset Split

Train Set 96%
1056Images
Valid Set 3%
29Images
Test Set 2%
19Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±3° Horizontal, ±9° Vertical
Hue: Between -102° and +102°
Noise: Up to 3.94% of pixels
Cutout: 3 boxes with 10% size each

Similar Projects

See More
400 images 1 model
200 images 1 model