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pLitter is a standardized, deep learning friendly dataset and pre-trained model that can be used for detecting plastic litter in streets , road-sides, etc. Additionally, all supplementary codes related to this repository are also published here.

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pLitterCCTV - An IoT style camera for floating debris (macro-plastic) detection

This tool is used to prepare a standalone CCTV type camera system using Nvidia Jetson Nano or any other Single board computer.

How it works

There are two main tasks running after boot,

  1. Capture the images
  2. Upload the images to cloud

camera starts capturing images with a selected interval, detects the objects (floating plastics) in the image, and upload the image and detections to the cloud.

Required Hardware

Jetson Nano 4GB or USB camera or CSI camera Detailed list of components with figures are in here.

Setup

Follow the steps to install required libraried and setting up the camera.

About

pLitter is a standardized, deep learning friendly dataset and pre-trained model that can be used for detecting plastic litter in streets , road-sides, etc. Additionally, all supplementary codes related to this repository are also published here.

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