Faster RCNN for detection of Garbage in Tensor flow

Abstract

Several reasons can be considered for the occurrence of pollution. One of the main reasons include throwing garbage. Even several methods have introduced to eradicate the problem of massive garbage contamination like throwing wastes packing them in plastic bags or bean bags but they did not solve the problem and lead to several other problems of plastic pollution. When these garbage bags are thrown into the river water or small ponds causes the problem. Nearly 60% of the pollution caused due to plastic bags. We came up with a suggestion by developing a model for detecting these garbage bags and container wastes thrown on roadsides or in water. This tool was developed using the Faster RCNN network with supporting framework Tensor Flow.