Agrobot: NLP based Image and Text Query Chatbot
Vishakha Shelke1, Amit Gupta2, Santoshi Bisht3, Radhika Gupta4
1Vishakha Shelke, Assistant Professor and Project Co-coordinator in department of Computer Engineering at Universal College of Engineering, Mumbai India.
2Amit Gupta, B.E in Computer Engineering from Universal College of Engineering affiliated to University of Mumbai India.
3Santoshi Bisht, B.E in Computer Engineering from Universal College of Engineering affiliated to University of Mumbai India.
4Radhika Gupta, B.E in Computer Engineering from Universal College of Engineering affiliated to University of Mumbai India.
Manuscript received on April 30, 2020. | Revised Manuscript received on May 06, 2020. | Manuscript published on May 30, 2020. | PP: 2002-2005 | Volume-9 Issue-1, May 2020. | Retrieval Number: A1472059120/2020©BEIESP | DOI: 10.35940/ijrte.A1472.059120
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Technology is getting advanced day by day in almost every fields. But farming is a field in which the advancement in technology is still lacking in many of the rural areas. Farmers in the rural area still follow the traditional method of collecting information that is talking to each other but the information they obtain through this might not be accurate. So the proposed system aims to solve all the farming related queries within a short instant. The proposed system is named as Agrobot and is an intelligent system which can recognize misprinted words, avoids grammatical mistakes and gives output even if the sentence is inadequate. Agrobot is built using natural language processing techniques which takes the sentence does several processing on it and then the most suited result is displayed. To get the accurate output classification algorithms are used. Agrobot produces an output in text as well as in voice form. Agrobot is able to solve query in English as well as in Hindi language.
Keywords: Chatbot, Image Analysis, Machine Learning, Natural Language Processing, Text Query Processing.
Scope of the Article: Machine Learning