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Title: :  SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING
PaperId: :  21782
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21782
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
ABISHEK SBANNARI AMMAN INSTITUTE OF TECHNOLOGY
ISWARYAA RBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

MACHINE LEARNING
Convolution Neural Networks (CNN), Machine Learning techniques, Support Vector Machine (SVM), Animal Detection, Animal detection.
Nowadays, animal detection has become a difficult task, especially in huge and distant places. Classic methods of animal detection, such as human surveillance and traps, as well as electric fences, are frequently ineffective and can hurt animals. There has been an increase in utilization of employing machine learning techniques for animal detection in recent years. We have analyzed two machine learning algorithms that have been found to be successful for animal detection are convolutional neural networks (CNNs) and support vector machines (SVMs). Using CNNs and SVMs, this study confirms a novel technique to animal detection. CNNs are used to extract features from animal visuals, while SVMs are used to classify the images according to various animal categories. CNNs are an effective technique for detecting animals. On a range of animal detection datasets, they have been confirmed to produce state-of-the-art results. CNNs are projected to being much more potent and effective at spotting animals as they advance. There are various machine learning methods that can be utilized for animal detection in addition to SVMs and CNNs. The field of animal detection is rapidly developing.

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IJARIIE ABISHEK S, and ISWARYAA R. "SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 1757-1762
MLA ABISHEK S, and ISWARYAA R. "SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 1757-1762.
APA ABISHEK S, & ISWARYAA R. (2023). SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 1757-1762.
Chicago ABISHEK S, and ISWARYAA R. "SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 1757-1762.
Oxford ABISHEK S, and ISWARYAA R. 'SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 1757-1762. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/SMART_CROP_PROTECTION_SYSTEM_USING_MACHINE_LEARNING_ijariie21782.pdf (Accessed : ).
Harvard ABISHEK S, and ISWARYAA R. (2023) 'SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 1757-1762IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/SMART_CROP_PROTECTION_SYSTEM_USING_MACHINE_LEARNING_ijariie21782.pdf (Accessed : )
IEEE ABISHEK S, and ISWARYAA R, "SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 1757-1762, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/SMART_CROP_PROTECTION_SYSTEM_USING_MACHINE_LEARNING_ijariie21782.pdf [Accessed : ].
Turabian ABISHEK S, and ISWARYAA R. "SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver ABISHEK S, and ISWARYAA R. SMART CROP PROTECTION SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 1757-1762. Available from: http://ijariie.com/AdminUploadPdf/SMART_CROP_PROTECTION_SYSTEM_USING_MACHINE_LEARNING_ijariie21782.pdf
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