indian institute of information technology Vadodara

car models

Object Detection

car models Image Dataset

v1

2023-07-20 6:20pm

Generated on Jul 20, 2023

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Dataset Split

Train Set 88%
1053Images
Valid Set 8%
100Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels