Dataset Versions

v4

2022-12-08 1:57pm

Generated on Dec 8, 2022

Dataset Split

Train Set 87%
1926Images
Valid Set 8%
181Images
Test Set 5%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Exposure: Between -23% and +23%
Blur: Up to 3.25px
Noise: Up to 7% of pixels
Mosaic: Applied