Disease detection in tomato leaves via CNN with lightweight architectures implemented in Raspberry Pi 4

Computer vision based detection of external defects on tomatoes using deep learning

(2020) Arthur Z. da Costa et al.   BIOSYSTEMS ENGINEERING

Pesticide Residues and Health Risk Assessment in Tomatoes and Lettuces from Farms of Metropolitan Region Chile

(2020) Sebastian Elgueta et al.   MOLECULES

Comparison of Convolutional Neural Network Architectures for Classification of Tomato Plant Diseases

(2020) Valeria Maeda-Gutiérrez et al.   Applied Sciences-Basel

First report of Colletotrichum truncatum of Solanum lycopersicum in Mexico.

(2019) Alejandra Almaraz-Sánchez et al.   PLANT DISEASE

Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture

(2019) Abhishek Khanna et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Benchmarking of Learning Strategies for Pest Detection and Identification on Tomato Plants for Autonomous Scouting Robots Using Internal Databases

(2019) Aitor Gutierrez et al.   Journal of Sensors

mySense: A comprehensive data management environment to improve precision agriculture practices

(2019) Raul Morais et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A fast and easy method for predicting agricultural waste compost maturity by image-based deep learning

(2019) Wei Xue et al.   BIORESOURCE TECHNOLOGY

Depthwise separable convolution architectures for plant disease classification

(2019) Kamal KC et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning-based automatic recognition network of agricultural machinery images

(2019) Ziqiang Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions

(2019) Artzai Picon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Factors influencing the use of deep learning for plant disease recognition

(2018) Jayme G.A. Barbedo   BIOSYSTEMS ENGINEERING

Economical thermal-RGB imaging system for monitoring agricultural crops

(2018) Yasin Osroosh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Review of Image Processing Techniques Common in Human and Plant Disease Diagnosis

(2018) Nikos Petrellis   Symmetry-Basel

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Densidades de Bactericera cockerelli (Sulc) e Incidencia del “Permanente del Tomate” en Diferentes Condiciones de Producción del Tomate

(2016) Ronald Lenin Jirón-Rojas et al.   SOUTHWESTERN ENTOMOLOGIST

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION