<i>ViT-SmartAgri</i>: Vision Transformer and Smartphone-Based Plant Disease Detection for Smart Agriculture

<i>ViT-SmartAgri</i>: Vision Transformer and Smartphone-Based Plant Disease Detection for Smart Agriculture

Invading pests and diseases always degrade the quality and quantity of plants. Early and accurate identification of plant diseases is critical for plant health and growth. This work proposes a smartphone-based solution using a Vision Transformer (ViT) model for identifying healthy plants and unhealt...

Full description

Bibliographic Details
Main Authors: Utpal Barman, Parismita Sarma, Mirzanur Rahman, Vaskar Deka, Swati Lahkar, Vaishali Sharma, Manob Jyoti Saikia
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Agronomy
Subjects:
vision transformer
tomato diseases
ViT
Inception V3
android app
smart agriculture
Online Access:https://www.mdpi.com/2073-4395/14/2/327

Internet

https://www.mdpi.com/2073-4395/14/2/327

Similar Items