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This Project focuses on building an Object detection model that detects Litter from two geographical locations: Falkirk, Scotland and Punalur, India

License: Other

Jupyter Notebook 100.00%
computer-vision deep-learning iou-calculation object-detection rcnn rcnn-selectivesearch vgg16-python yolov8 litter-detection keras

street-litter-detection's Introduction

litter_detection_model

Street litter has been a major contributor to environmental pollution for a long time.

This Project focuses on building a model that detects Litters on Street.

Models Explored:

RCNN with VGG16 classifier and YOLOv8 - medium, nano and small models

Dataset:

Photos of litters on streets were captured from 2 cities: Falkirk, Scotland, UK and Punalur, Kerala, India using mobile camera and a standard digital camera.

Technologies used:

  • Python
  • Tensorflow
  • Keras
  • OpenCV
  • PyTorch
  • Jupyter Notebook

street-litter-detection's People

Contributors

bipinthecoder avatar lakshmipriya94 avatar

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street-litter-detection's Issues

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