Dataset Versions

v1

2023-11-25 3:47pm

Generated on Nov 25, 2023

Dataset Split

Train Set 87%
4224Images
Valid Set 6%
306Images
Test Set 6%
307Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%