Back to Search
Start Over
Farm Vigilance: Smart IoT System for Farmland Monitoring and Animal Intrusion Detection using Neural Network
- Source :
- 2021 Asian Conference on Innovation in Technology (ASIANCON).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- Connecting all the electronic devices through internet have given rise to an era of Internet of Things. As an enhancement to this, machine learning implementation on Internet of Things to automate the ongoing activities in various technical and non-technical fields have increased. In this work, an effort is made to automate the activities on farmland such as irrigation and animal intrusion detection using Convolution Neural Network. The proposed system performed better in terms of accuracy.
- Subjects :
- Artificial neural network
Computer science
business.industry
media_common.quotation_subject
Cloud computing
Intrusion detection system
Computer security
computer.software_genre
Convolutional neural network
Work (electrical)
The Internet
Electronics
business
computer
Vigilance (psychology)
media_common
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 Asian Conference on Innovation in Technology (ASIANCON)
- Accession number :
- edsair.doi...........5d19df67552201aa966d4e6f7a6abed3
- Full Text :
- https://doi.org/10.1109/asiancon51346.2021.9544926