A System for Weeds and Crops Identification—Reaching over 10 FPS on Raspberry Pi with the Usage of MobileNets, DenseNet and Custom Modifications

DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning

(2019) Alex Olsen et al.   Scientific Reports

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review of the use of convolutional neural networks in agriculture

(2018) A. Kamilaris et al.   JOURNAL OF AGRICULTURAL SCIENCE

A review of the use of convolutional neural networks in agriculture

(2018) A. Kamilaris et al.   JOURNAL OF AGRICULTURAL SCIENCE

LiDAR-only based navigation algorithm for an autonomous agricultural robot

(2018) Flavio B.P. Malavazi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

AgroAVNET for crops and weeds classification: A step forward in automatic farming

(2018) Trupti R. Chavan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Branch detection for apple trees trained in fruiting wall architecture using depth features and Regions-Convolutional Neural Network (R-CNN)

(2018) Jing Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Automatic plant identification from photographs

(2014) B. Yanikoglu et al.   MACHINE VISION AND APPLICATIONS

Evaluation of an autonomous GPS-based system for intra-row weed control by assessing the tilled area

(2011) M. Nørremark et al.   PRECISION AGRICULTURE