Dataset Versions

v4

2023-10-26 1:13pm

Generated on Oct 26, 2023

Dataset Split

Train Set 90%
654Images
Valid Set 7%
54Images
Test Set 2%
18Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -12° and +12°
Shear: ±9° Horizontal, ±6° Vertical
Saturation: Between -59% and +59%
Brightness: Between -22% and +22%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 4% of pixels
Mosaic: Applied

Similar Projects

See More