Commercial

Outdoor Garbage

A dataset of photos consisting of garbage cans of various capacities and types.

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  • Data annotation The process of identifying objects in photos for training a system to recognize and interpret them
  • Computer Vision The ability to recognize and analyze images and videos
  • Smart city The use of machine learning for creating Automated and Efficient Urban Development
  • Object Detection Identifying and localizing objects in images.
    5,000+
    photos

CASE DESCRIPTION

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The dataset includes images of trash cans in different times of day and under various weather conditions

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Each image is accompanied by an XML-annotation indicating the labeled types of garbage cans capacities for each image in the dataset.

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Each image has a type of capacity: full, empty, scattered

Example of empty garbage cans
Example of empty garbage cans
Example of empty garbage cans
Example of empty garbage cans
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Application areas of the dataset

  • 01.

    Container Status Monitoring:

    Development of systems that can track the fill level of containers in real-time
  • 02.

    Optimization of Waste Collection Routes:

    Utilizing data to plan more efficient routes for garbage trucks
  • 03.

    Community Service Management:

    Automating management and planning processes for community services
  • 04.

    Data Analysis for Smart Cities:

    Integrating with other smart city systems to enhance the quality of life for citizens

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