which results in economy losses. Thus, identification of the diseases in plants is very important. Plant disease symptoms are evident in various parts of plants. However
Thus, this paper proposes developing an intelligent device to detect plant diseases using deep learning techniques. Different experiments have been carried out to evaluate the feasibility of the proposed device. The results have shown a high performance with very short execution times....
Plant disease and pest detection using deep learning-based features The timely and accurate diagnosis of plant diseases plays an important role in preventing the loss of productivity and loss or reduced quantity of agricultural products. In order to solve such problems, methods based on machine learn...
This paper presents a survey on recent AI-based techniques proposed for plant disease detection and classification. The studied techniques are categorized into two classes: machine learning and deep learning. For each class, its main strengths and limitations are discussed. Although a significant ...
Introducing Plant Disease Identifier AI, the go-to app for all your gardening and farming needs! Whether you're a seasoned gardener, a farmer, or simply passionate about plant care, this app is your ultimate tool for identifying and managing plant diseases effectively. Key Features: Identify Pla...
Read more about this project on my blog:https://medium.com/datadriveninvestor/creating-an-ai-app-that-detect-diseases-in-plants-using-facebooks-deep-learning-platform-pytorch-15faaeb6bec3 Paper: "Using Deep Learning for Image-Based Plant Disease Detection" by Sharada Prasanna Mohanty, David Hu...
it can identify the health of the plant with approximately 95% accuracy. It uses Artificial Intelligence as has been trained on a massive dataset of nearly 70,000 images to ensure the best results. PlantVision AI also provides you with information on the disease, potential treatments, and the...
python ai tensorflow ml plant-disease-identification plant-disease-detection plant-disease-classification flaskwebapplication ml-models-export Updated Nov 11, 2023 HTML mhdb96 / Chernozem Star 19 Code Issues Pull requests 👨🏻🌾 An Expert System for smart farming which provides the farmer...
2.5Overview of plant disease databases The significance of datasets in the success of deep learning architectures cannot be denied. The availability of representative datasets is paramount to facilitate the development of accurate plant disease detection models using image-based approaches. These datasets ...
Plant disease detection and identification have been ongoing global concerns, especially towards food security and ensuring sustainable crop yield. To overcome these issues, Artificial Intelligent techniques have been implemented and achieved some great success in this field. However, improvements can still...