PlantDoc-Plant Disease Detection using AI

نویسندگان

چکیده

Gardening is a hobby which requires dedication and consistency. It something more than just watering plant. Taking care of Garden plants very important as most the are prone to diseases frequently. Plant Diseases ruin plant ultimately may kill it with time so timely identification treatment disease required for healthy This also helps preserve many threatened species plants. PlantDoc uses Artificial Intelligence model created on Convolution Neural Network algorithm Deep Learning solve this problem. The trained images different leaves identify defected in detection. computer vision concept AI find provide solution that automatically. MERN stack. web application successfully various by analyzing leaf image suggests cure treat it. stop further spread dis-ease provides cure.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using Deep Learning for Image-Based Plant Disease Detection

Crop diseases are a major threat to food security, but their rapid identification remains difficult in many parts of the world due to the lack of the necessary infrastructure. The combination of increasing global smartphone penetration and recent advances in computer vision made possible by deep learning has paved the way for smartphone-assisted disease diagnosis. Using a public dataset of 54,3...

متن کامل

Remote Area Plant Disease Detection Using Image Processing

India being an agro-based economy, farmers experince alot of problem in detecting andpreventing diseases in fauna. So there is a necessacity in detecting diseases in fauna which proves to be effective and conviennent for researchers. Relying on pure naked-eye observation to detect and classify diseases can be very unprecise and cumbersome. The color and texture features are used to recognize an...

متن کامل

Plant Disease Detection Using Leaf Pattern: A Review

In this review paper we discuss the various methodologies for plant disease detection. Studies show that relying on pure naked-eye observation of experts to detect and classify diseases can be time consuming and expensive, especially in rural areas and developing countries. So we present fast, automatic, cheap and accurate image processing based solution. Solution is composed of four main phase...

متن کامل

Intelligent application for Heart disease detection using Hybrid Optimization algorithm

Prediction of heart disease is very important because it is one of the causes of death around the world. Moreover, heart disease prediction in the early stage plays a main role in the treatment and recovery disease and reduces costs of diagnosis disease and side effects it. Machine learning algorithms are able to identify an effective pattern for diagnosis and treatment of the disease and ident...

متن کامل

A survey on Alzheimer’s disease detection using gait analysis

Introduction: Early detection of Alzheimer's disease (AD), as a neurodegenerative disease and the most common cause of dementia in the elderly people, using gait analysis have been particularly noted by researcher in recent years. Because this novel method is non-invasive, less cost, and feasible in non-clinical and laboratory environments. Therefore, in this Meta-Analysis review article, detec...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Informatics Electrical and Electronics Engineering (JIEEE)

سال: 2023

ISSN: ['2582-7006']

DOI: https://doi.org/10.54060/jieee.v4i1.86