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.
RCNN with VGG16 classifier and YOLOv8 - medium, nano and small models
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.
- Python
- Tensorflow
- Keras
- OpenCV
- PyTorch
- Jupyter Notebook