Dataset Versions

v5

2023-08-07 1:57pm

Generated on Aug 7, 2023

Dataset Split

Train Set 60%
640Images
Valid Set 27%
288Images
Test Set 13%
137Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°