Paul Guerrie

Vehicle Classification

Classification

Vehicle Classification Image Dataset

v3

2023-11-07 2:59pm

Generated on Nov 7, 2023

Dataset Split

Train Set 92%
392580Images
Valid Set 5%
22424Images
Test Set 3%
11240Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Cutout: 6 boxes with 10% size each
FYP
FYp
Accident
99 images
FYp
Accident
2294 images
cars-people-lorry
799 images