SKKUCAR Education

Autodriving

Instance Segmentation

Autodriving Image Dataset

v6

2024-02-28 12:45pm

Generated on Feb 28, 2024

Dataset Split

Train Set 89%
1776Images
Valid Set 7%
149Images
Test Set 3%
68Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels