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Dirt Buildup on Belt Conveyor Structures

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Citation Author(s):
André Santos (UFOP)
Filipe Rocha (ITV)
Agnaldo Rocha (UFOP)
Frederico Guimarães (UFMG)
Submitted by:
Andre Santos
Last updated:
DOI:
10.21227/96qv-dk69
Data Format:
*.jpg
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Categories:
Keywords:
convolutional neural networks
Conveyor Belt
Machine Learning
Mining industry
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Abstract

Conveyor belts are the most widespread means of transportation for large quantities of materials in the mining sector. This dataset contains 388 images of structures with and without dirt buildup.

One can use this dataset for experimentation on classifying the dirt buildup.

Instructions:

The data are separated into folders that specify each class of the dataset: Clean and Dirty.

Dataset Files

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