Rafael Meneguelli

Yolov5

Object Detection

Yolov5 Image Dataset

v1

Model 1

Generated on Aug 25, 2021

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 88%
3807Images
Valid Set 8%
362Images
Test Set 4%
181Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
as
plastic-metal-paper-glass
1984 images
plastic
2188 images
recyclable-nonrecyclable
1700 images
kagit-metal-cam-plastic-cop-kart
724 images