Are you Ready for new project?

Contact us

Different classes of rice recognition using computer vision

The population of the entire planet is growing every day. The main problem in the future years will be to feed everyone on the planet. Rice is one of the most significant crops since it feeds more than half of the world's population. Early disease detection is the main difficulty in rice crop cultivation. However, when productivity is affected, it might be challenging to diagnose sickness with the naked eye. The goal of this project is to increase production by more than 20% by the early diagnosis of Rice leaf disease. In order to identify and categorise illnesses including Stem borer, Sheath Blight Rot Brown Spot, and False Smut, this article presented a Convolution Neural Network (CNN) and deep learning technique. Because it can infect any leaf of any size, the leaf disease presents a significant diagnostic difficulty. To train the KNN model, a dataset of 1045 photos was acquired. KNN initially distinguishes between leaves with and without diseases. The classification of the disease will take conducted utilising CNN in the second phase. With this method, we were able to identify healthy leaves with 95% accuracy and Sheath Blight with 90% accuracy (the highest of all disorders).

We smart ai technologies provide best final year engineering projects with complete support.
Below are the support we provide :
1 complete working code implementation in clients machines
2 complete classes on project will be held
3 documentation support
4 Help in researching without extra cost/price increase.

Recommended Projects

final year project centers in bangalore,best machine learning training institute in bangalore,machine learning course in bangalore with placement,ieee machine learning projects for final year,innovative machine learning projects,best deep learning projects for final year students,ieee papers on machine learning projects 2022,project centers near me,Best Datascience project centers in bangalore,Top Datascience Project centers in bangalore,Datascience project makers in bangalore,very good datascience project center in bangalore,best artificial intelligence project centers in bangalore,top artificial intelligence project centers in bangalore,very goog project centers in bangalore