knifs-YOLO-V5 Dataset

v1

KNIFS-YOLOV5-V22

Generated on Nov 27, 2021

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Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 68% of images
Blur: Up to 10px
Noise: Up to 24% of pixels

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