chungjung.d@gmail.com

Yolo_HundaiCar

Object Detection

Yolo_HundaiCar Image Dataset

v1

2021-11-09 2:51am_HyundiLogo

Generated on Nov 8, 2021

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Dataset Split

Train Set 88%
741Images
Valid Set 8%
70Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Blur: Up to 11.75px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 17% size each
Mosaic: Applied