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Title: :  Weed Detection System Using Machine Learning
PaperId: :  20633
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20633
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Jare Nilesh ShahajiHSBPVT’s Parikrama College of Engineering, Kashti
Patankar Amit RamdasHSBPVT’s Parikrama College of Engineering, Kashti
Sonawane Shubham RamchandraHSBPVT’s Parikrama College of Engineering, Kashti
Katore Vitthal NamdevHSBPVT’s Parikrama College of Engineering, Kashti
Dr. Nirmal S.S.HSBPVT’s Parikrama College of Engineering, Kashti

Abstract

Computer Engineering
Machine Learning, Weed Detection, CNN, ML models
Weeds are aggressive, need light, water, nutrients and space for crops, garden plants or lawn. Weed management usually consists of spraying herbicides throughout the agricultural sector. Most of them grow quickly and can take over many fields they are in. A rapidly developing area of research today is artificial intelligence, specifically deep learning. One of its many applications is object recognition using computer vision. This work proposes a deep learning with image processing framework for classification of various crops and weeds. A deep convolutional neural network (CNN) architecture is developed to implement this classification with improved accuracy by increasing the deep layers compared to existing CNNs.

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IJARIIE Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. "Weed Detection System Using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 3570-3573
MLA Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. "Weed Detection System Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 3570-3573.
APA Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, & Dr. Nirmal S.S.. (2023). Weed Detection System Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 3570-3573.
Chicago Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. "Weed Detection System Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 3570-3573.
Oxford Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. 'Weed Detection System Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 3570-3573. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Weed_Detection_System_Using_Machine_Learning_ijariie20633.pdf (Accessed : ).
Harvard Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. (2023) 'Weed Detection System Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 3570-3573IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Weed_Detection_System_Using_Machine_Learning_ijariie20633.pdf (Accessed : )
IEEE Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S., "Weed Detection System Using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 3570-3573, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Weed_Detection_System_Using_Machine_Learning_ijariie20633.pdf [Accessed : ].
Turabian Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. "Weed Detection System Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Jare Nilesh Shahaji, Patankar Amit Ramdas, Sonawane Shubham Ramchandra, Katore Vitthal Namdev, and Dr. Nirmal S.S.. Weed Detection System Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 3570-3573. Available from: https://ijariie.com/AdminUploadPdf/Weed_Detection_System_Using_Machine_Learning_ijariie20633.pdf
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