Open Access

Big Data

Open access articles on Big Data

Category : Big Data , Open Access

Open access articles on Big Data that we recommend:

Sustainable Investment in a Supply Chain in the Big Data Era: An Information Updating Approach

Authors: Yanping Cheng, Yunjuan Kuang, Xiutian Shi and Ciwei Dong
Journal: Sustainability 2018, 10(2), 403; https://doi.org/10.3390/su10020403
Publisher: MDPI

 


poultry

Open access articles on Livestock

Category : Livestock , Open Access

Below are the articles in open access on Livestock that we recommend:

Detection of Cattle Using Drones and Convolutional Neural Networks

Authors: Alberto Rivas, Pablo Chamoso, Alfonso González-Briones and Juan Manuel Corchado

Journal Title: Sensors

ISSN: 1424-8220 (Print)

Publisher: MDPI AG

Multirotor drones have been one of the most important technological advances of the last decade. Their mechanics are simple compared to other types of drones and their possibilities in flight are greater. For example, they can take-off vertically. Their capabilities have therefore brought progress to many professional activities. Moreover, advances in computing and telecommunications have also broadened the range of activities in which drones may be used. Currently, artificial intelligence and information analysis are the main areas of research in the field of computing. The case study presented in this article employed artificial intelligence techniques in the analysis of information captured by drones. More specifically, the camera installed in the drone took images which were later analyzed using Convolutional Neural Networks (CNNs) to identify the objects captured in the images. In this research, a CNN was trained to detect cattle, however the same training process could be followed to develop a CNN for the detection of any other object. This article describes the design of the platform for real-time analysis of information and its performance in the detection of cattle.

Figure: Software developed to monitor all the information in real time. (credits: Alberto Rivas, Pablo Chamoso, Alfonso González-Briones and Juan Manuel Corchado)

Figure: Software developed to monitor all the information in real time. (credits: Alberto Rivas, Pablo Chamoso, Alfonso González-Briones and Juan Manuel Corchado)

Check more https://adalidda.com/posts/MgSAwFaqz4yL8QKsp/detection-of-cattle-using-drones-and-convolutional-neural

 

Feeding Forage in Poultry: A Promising Alternative for the Future of Production Systems

Authors: Vincenzo Tufarelli, Marco Ragni, Vito Laudadio
Journal Title: Agriculture
ISSN: 2077-0472 (Online)
Publisher: MDPI AG


Rice field

Open access articles on Agriculture

Category : Agriculture , Open Access

Below are the articles in open access on agriculture that we recommend:

GeoFIS: An Open Source, Decision-Support Tool for Precision Agriculture Data
Authors: Corentin Leroux, Hazaël Jones, Léo Pichon, Serge Guillaume, Julien Lamour, James Taylor, Olivier Naud, Thomas Crestey, Jean-Luc Lablee and Bruno Tisseyre

Journal: Agriculture 2018, 8(6), 73; https://doi.org/10.3390/agriculture8060073

Publisher: MDPI

 

A promising trend for field information collection: An air-ground multi-sensor monitoring system

Authors: Yawei Zhang, Du Chen, Shumao Wang, Lei Tian

Journal Title: Information Processing in Agriculture

ISSN: 2214-3173 (Online)

Publisher: Elsevier

Society/Institution: China Agricultural University