Dataset Versions

2023-09-12 10:35pm

Generated on Sep 12, 2023

Train Set 93%

6681Images

Valid Set 3%

246Images

Test Set 4%

292Images

Auto-Orient: Applied

Isolate Objects: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Adaptive Equalization

Grayscale: Applied

Outputs per training example: 3

Flip: Horizontal

Grayscale: Apply to 25% of images

Hue: Between -25° and +25°

Blur: Up to 2.5px

Noise: Up to 5% of pixels

Cutout: 3 boxes with 10% size each

Bounding Box: Brightness: Between -25% and +25%