Dataset Versions

v5

2024-05-07 8:42am

Generated on May 7, 2024

Dataset Split

Train Set 94%
8019Images
Valid Set 6%
531Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±4° Horizontal, ±6° Vertical
Saturation: Between -29% and +29%
Noise: Up to 1.13% of pixels

Similar Projects

See More
4.7k images 1 model