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Call for Papers:Vol.11 Issue.3

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Title: :  ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING
PaperId: :  23048
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23048
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mrs.V.Meena Adhiyamaan College of Engineering, Hosur, India
Lakshmi Devi AAdhiyamaan College of Engineering, Hosur, India
Ooviya Varshini RAdhiyamaan College of Engineering, Hosur, India
Roobini B Adhiyamaan College of Engineering, Hosur, India

Abstract

Deep learning
Temporal Convolution Network ,Computer Vision ,Intrusion Detection ,Animal repelling
Human-wildlife conflicts, spurred by habitat encroachment and deforestation, result in substantial crop raiding, endangering farmers and human safety. Traditional mitigation methods, costly and environmentally damaging, lack effectiveness. Our solution, the Integrated Wildlife Management System, merges Computer Vision with Temporal Convolutional Networks for precise species detection and ultrasound emission for species-specific repelling. Triggered by an edge computing device, a camera activates an Animal Intrusion Detection Model to identify invading species, initiating the emission of species-specific ultrasound by the Animal Repelling Module upon detection. This system offers a robust solution for safeguarding crops from diverse wild animals like elephants, wild boar, and deer. Through technological innovation, we aim to balance crop protection and environmental preservation, contributing to discussions on human-wildlife conflict resolution..

Citations

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IJARIIE Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . "ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 2658-2663
MLA Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . "ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 2658-2663.
APA Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, & Roobini B . (2024). ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 2658-2663.
Chicago Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . "ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 2658-2663.
Oxford Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . 'ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 2658-2663. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ANIMAL_INTRUSION_DETECTION_MODEL_BASED_ON_TEMPORAL_CONVOLUTION_NETWORK_FOR_SMART_FARMING_ijariie23048.pdf (Accessed : ).
Harvard Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . (2024) 'ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 2658-2663IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ANIMAL_INTRUSION_DETECTION_MODEL_BASED_ON_TEMPORAL_CONVOLUTION_NETWORK_FOR_SMART_FARMING_ijariie23048.pdf (Accessed : )
IEEE Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B , "ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 2658-2663, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/ANIMAL_INTRUSION_DETECTION_MODEL_BASED_ON_TEMPORAL_CONVOLUTION_NETWORK_FOR_SMART_FARMING_ijariie23048.pdf [Accessed : ].
Turabian Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . "ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Mrs.V.Meena , Lakshmi Devi A, Ooviya Varshini R, and Roobini B . ANIMAL INTRUSION DETECTION MODEL BASED ON TEMPORAL CONVOLUTION NETWORK FOR SMART FARMING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 2658-2663. Available from: https://ijariie.com/AdminUploadPdf/ANIMAL_INTRUSION_DETECTION_MODEL_BASED_ON_TEMPORAL_CONVOLUTION_NETWORK_FOR_SMART_FARMING_ijariie23048.pdf
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