Cheikh Seck

dpdetect

Object Detection

dpdetect Image Dataset

v1

2022-03-24 1:02pm

Generated on Mar 24, 2022

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Dataset Split

Train Set 86%
30Images
Valid Set 9%
3Images
Test Set 6%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Blur: Up to 1.25px
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
dp
humans-safetyvest-hardhat
42 images
dp
humans-safetyvest-hardhat
48 images
dp
humans-safetyvest-hardhat
42 images
dp
humans-safetyvest-hardhat
62 images