Description
The smart waste bin system is an advanced and integrated approach to modern waste management that leverages cutting-edge technologies to provide real-time monitoring and analysis.
The system’s hardware components including Arduino Mega, Raspberry Pi 4, Sensors and PiCamera work together seamlessly to segregate waste and monitor the environment.
- Segregation of waste into 3 categories takes place.
- Real-time status of the bin is being measured and displayed.
- The system is an ideal solution for solid waste management.
The physical model collects data from sensors and PiCamera which triggers actions through Arduino Mega. The image classification model on Raspberry Pi 4 processes images and provides waste-type information. The physical model sends data to the web application for storage and analysis. The web application displays real-time information, alerts officials, and allows for system monitoring and management.
Learn MoreCall To Action
When the containers get filled upto a certain level, the fill level will detect and send an alert message to waste collectors to collect the garbage disposed.
Analysis
The system’s core component is an image classification model trained on machine learning algorithms, which accurately identifies various waste types based on captured images. This model not only provides immediate feedback but also generates a comprehensive record of historical waste disposal instances through a designated folder for stored images. Additionally, a detailed log of image names and their predicted classes is created, serving as an audit trail and providing valuable insights for troubleshooting and continuous improvement.
Fill Level Sensors
Level sensors are devices installed within compartments to monitor the fill level of substances stored within those compartments. These sensors are crucial in various industries where precise monitoring of substance levels is necessary for safety, efficiency or regulatory compliance reasons.
Gas Detection Sensor
Gas detection sensors play a critical role in various industries and applications where the presence of certain gases can pose risks to safety, health, and the environment. These sensors are designed to detect and monitor the concentration of specific gases in the container.
No. of timestamps collected
Bio-degradable waste
Metallic waste
Non-Metallic waste