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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: June 2026
Volume 11 | Issue 6
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 121
Article Submitted : 24737
Article Published : 9361
Total Authors : 24875
Total Reviewer : 861
Total Countries : 169
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Published Paper Details
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| Paper Title: | Smart Selective Weeding Machine Using Image Processing |
| Authors Name: | Aruna Kokkula , Nagarapu Lakshmi Sanjeevini , Dakannagari Lakshith Reddy |
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| Author Reg. ID: |
IJRTI_211763
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| Published Paper Id: | IJRTI2605195 |
| Published In: | Volume 11 Issue 5, May-2026 |
| DOI: | |
| Abstract: | Agriculture faces significant challenges due to the growth of weeds, which compete with crops for essential resources such as nutrients, water, and sunlight, thereby reducing overall yield. This project presents a smart selective weeding machine that utilizes image classification techniques to distinguish between crops and weeds in real time. A camera captures live images, which are processed using a trained machine learning model implemented with TensorFlow Lite. Based on the classification results, the system controls a robot via Arduino: the robot moves forward when crops are detected and stops when weeds are identified. For demonstration reliability, a timed control mechanism is also incorporated. This project demonstrates the effective integration of computer vision, machine learning, and embedded systems to provide a low-cost and efficient solution for precision agriculture. |
| Keywords: | Weed Detection, Image Classification, Machine Learning, TensorFlow Lite, Computer Vision, Smart Agriculture, Arduino, Robotics, Real-time Detection, Precision Farming. |
| Cite Article: | "Smart Selective Weeding Machine Using Image Processing ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 5, page no.b791-b795, May-2026, Available :http://www.ijrti.org/papers/IJRTI2605195.pdf |
| Downloads: | 00078 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2605195
Registration ID:211763
Published In: Volume 11 Issue 5, May-2026
DOI (Digital Object Identifier):
Page No: b791-b795 Country: Hyderabad , Telangana , India Research Area: Electronics & Communication Engg. Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2605195 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2605195 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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