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Published July 26, 2022 | Version 1.0
Dataset Open

Underwater Plastic dataset

  • 1. Nottingham Trent University

Description

The dataset was generated using the Roboflow platform. The annotations are compatible with the PyTorch YOLOv5 architecture.

Dataset details:

# Images: 1220 images

Image Split:

Train / Test Split: 92

Training Set: 1.1k

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 5

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 49% Maximum Zoom

Grayscale: Apply to 47% of images

Hue: Between -25° and +25°

Saturation: Between -42% and +42%

Exposure: Between -22% and +22%

Blur: Up to 3.25px

Cutout: 8 boxes with 10% size each

Mosaic: Applied

Details

Version Name: 2022-07-24 12:50am

Version ID: 1

Generated: Jul 24, 2022

Files

UPD.v1.yolov5pytorch.zip

Files (23.7 MB)

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