EcoDetect

EcoDetect

Waste and crop disease detection service

The problem EcoDetect solves

We have addressed two different types of problems:
1.Waste management is a critical aspect of environmental sustainability. With the increasing amount of global waste, classifying waste materials into different categories is critical for effective waste management, resource conservation, and environmental protection.

  1. Secondly, Plant Disease Detection - Is critical for ensuring food security and sustainable agriculture. By detecting plant diseases early, farmers can take appropriate actions to manage and prevent the spread of diseases, reducing crop losses and promoting sustainable farming practices.

Challenges we ran into

We used CNN (Convolution Neural Network) to make our Plant Disease Detection and Waste Classification model but implementing it and getting a correct output required a lot of hard work. we were getting too many errors on the sequential model but in the end, we were able to get the correct output with 96% accuracy. We were also facing problem in uploading the picture in the website but after reading flask documentation we were able to solve it.

Discussion