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@article{154166, author = {Prof ANAS M M and ATHIRA M and ANUGRAHA SURESH and ARCHANA K and MANEESHA SHAJI}, title = {WATER CLEANING BOT WITH WASTE SEGREGATION USING IMAGE PROCESSING}, journal = {International Journal of Innovative Research in Technology}, year = {}, volume = {8}, number = {7}, pages = {19-23}, issn = {2349-6002}, url = {https://ijirt.org/article?manuscript=154166}, abstract = {Dumping of waste into water bodies has become a major threat to environment. Removal of these floating waste such as plastic, paper, cardboard etc is a biggest challenge. This paper propose a ’Water cleaning bot’ along with a waste segregating mechanism to remove the waste from the water surfaces. It also includes an automated waste classification system using Convolution Neural Network (CNN) algorithm, a Deep Learning based image classification model used to classify objects into bio and non-biodegradable, based on the object recognition accuracy in real-time. The hardware part consist of ESP32 and Raspberry pi as the core module. The waste collection mechanism is established through belt conveyor mechanism.}, keywords = {CNN, Waste detection, Waste sorting, Web Analysis, Bot Control Mechanism. }, month = {}, }
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