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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Smart waste management system |
| Authors Name: | Nandana P R , Asker Yaseen V A , Mahin Sulaiman , Abins M S , Ms. Nurjahan V A |
| Unique Id: | IJSDR2306156 |
| Published In: | Volume 8 Issue 6, June-2023 |
| Abstract: | Waste management is the major problem in our country. Urban areas are facing many challenges in waste management system due to rapid growth of population in cities. It causes a huge amount of waste generation. Waste management and generation is a much-needed process in metro cities and urban areas due to spreading of disease. Segregation makes it attainable to utilize and recycle the waste efficiently. With the integration of IOT, the waste resources can be utilized effectively. It consists of sensors which detect the level of the bin. We use SSD mobilenet v2 quantized for training the dataset which contains paper, metal, plastic, and a general compartment for waste classification. By integrating the trained model on TensorFlow lite and raspberry pi4 camera module detect the waste and servo motors categories the waste into its compartment. Lora module sends the status of the bin to receiver and ultrasonic sensor monitors waste percentage. Our project aim is to reduce labor cost, lower the emission of co2 and other gases and reduce the need for collection visit. As a result, it provides most efficient way to keep our environment clean and hygienic. |
| Keywords: | Waste classification, CNN, object detection, LoRa-GPS shield, Internet of Things. |
| Cite Article: | "Smart waste management system", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 6, page no.1101 - 1105, June-2023, Available :http://www.ijsdr.org/papers/IJSDR2306156.pdf |
| Downloads: | 000337352 |
| Publication Details: | Published Paper ID: IJSDR2306156 Registration ID:206047 Published In: Volume 8 Issue 6, June-2023 DOI (Digital Object Identifier): Page No: 1101 - 1105 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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