A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Islam, Tanhim, Chisty, Tanjir Alam, Roy, Prova
Rannpháirtithe:	Chakrabarty, Amitabha
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	BRAC University 2018
Ábhair:	Crop yield prediction Deep neural network Agriculture Intelligent crop selection Artificial Intelligence Artificial intelligence > Agricultural applications Agriculture > Data processing.
Rochtain ar líne:	http://hdl.handle.net/10361/10938

Míreanna comhchosúla

Crop prediction based on geographical and climatic data using machine learning and deep learning
de réir: Alif, Al Amin, et al.
Foilsithe / Cruthaithe: (2019)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
de réir: Shahrin, Fariha, et al.
Foilsithe / Cruthaithe: (2021)

Constraints to high yields on Asian rice farms : an interim report.
Foilsithe / Cruthaithe: (1977)

Implementing A.I based solutions to understand & predict consumer sentiment
de réir: Bin Ahmed, Omar
Foilsithe / Cruthaithe: (2023)

Agricultural yield and profit prediction using data analysis techniques
de réir: Hassan, Fazal Mahmud, et al.
Foilsithe / Cruthaithe: (2019)

Making AI intelligible :
de réir: Cappelen, Herman

Artificial Intelligence : a new synthesis /
de réir: Nilsson, Nils J., 1933-
Foilsithe / Cruthaithe: (1998)

Artificial intelligence /
de réir: Rich, Elaine
Foilsithe / Cruthaithe: (1991)

Artificial intelligence : a modern approach /
de réir: Russell, Stuart J. (Stuart Jonathan)
Foilsithe / Cruthaithe: (2003)

Introduction to artificial intelligence /
de réir: Charniak, Eugene
Foilsithe / Cruthaithe: (1985)

Principles of artificial intelligence /
de réir: Nilsson, Nils J., 1933-
Foilsithe / Cruthaithe: (1980)

Artificial intelligence /
de réir: Winston, Patrick Henry
Foilsithe / Cruthaithe: (1992)

Artificial intelligence at MIT : expanding frontiers /
Foilsithe / Cruthaithe: (1990)

Introduction to artificial intelligence /
de réir: Jackson, Philip C., 1949-
Foilsithe / Cruthaithe: (1985)

Moral hazard: Experimental evidence from tenancy contracts
de réir: Burchardi, Konrad B, et al.
Foilsithe / Cruthaithe: (2022)

Impact of climate change on crop agriculture southern region of Bangladesh: a Case Study of Banaripara Upazila ,Barisal.
de réir: Islam, Md. Shahidul
Foilsithe / Cruthaithe: (2019)

Bank loan prediction using machine learning
de réir: Mahottam, Parthosarothi, et al.
Foilsithe / Cruthaithe: (2023)

Pilot study on the development of a low cost land observation and geo-information retrieval system for emergency monitoring of agricultural crop and disaster-induced damages
de réir: Haque, Md. Mojammel, et al.
Foilsithe / Cruthaithe: (2016)

Introduction to AI robotics /
de réir: Murphy, Robin, 1957-
Foilsithe / Cruthaithe: (2000)

Intelligent systems and robotics /
Foilsithe / Cruthaithe: (2000)

Artificial intelligence : a modern approach /
de réir: Russell, Stuart J. (Stuart Jonathan)
Foilsithe / Cruthaithe: (2016)

Disease detection system of mango leaves
de réir: Islam, Sabrina, et al.
Foilsithe / Cruthaithe: (2024)

Fundamentals of artificial neural networks /
de réir: Hassoun, Mohamad H.
Foilsithe / Cruthaithe: (1995)

Artificial intelligence in HR Management
de réir: Lamia, Ridwana Islam
Foilsithe / Cruthaithe: (2023)

Autonomous farming and monitoring system of vegetables in sustainable rooftop environment
de réir: Mafuj, Walid Ahmad, et al.
Foilsithe / Cruthaithe: (2024)

A review of BRRI cropping systems research, 1974-1988 /
Foilsithe / Cruthaithe: (1992)

Bengali hand sign language recognition using convolutional neural networks
de réir: Rumi, Roisul Islam, et al.
Foilsithe / Cruthaithe: (2019)

Neural architecture : design and artificial intelligence /
de réir: Campo, Matias del
Foilsithe / Cruthaithe: (2022)

Exploring Alzheimer's disease prediction with XAI in various neural network models
de réir: Rahman, Quazi Ashikur, et al.
Foilsithe / Cruthaithe: (2022)

Machine learning approach for improving decision support in ICU
de réir: Siddiquee, Mohib Billah, et al.
Foilsithe / Cruthaithe: (2019)

Advanced artificial intelligence self balanced robot for home security
de réir: Shourove, MD. Niaz Sharif, et al.
Foilsithe / Cruthaithe: (2018)

Advanced electronic security and safety system using artificial intelligence
de réir: Jalal, S. M. Shuharto, et al.
Foilsithe / Cruthaithe: (2017)

Architecture in the age of artificial intelligence : an introduction for architects /
de réir: Leach, Neil
Foilsithe / Cruthaithe: (2021)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
de réir: Zaman, Mumtahina
Foilsithe / Cruthaithe: (2022)

Crop production
de réir: Hughes, Harold De Mott, 1882-1969
Foilsithe / Cruthaithe: (1972)

Global climate change and agricultural production : direct and indirect effects of changing hydrological, pedological, and plant physiological processes /
Foilsithe / Cruthaithe: (1996)

Performance comparison of transformer-based models for multi-reasoning in machine reading comprehension
de réir: Sayma, Sadika, et al.
Foilsithe / Cruthaithe: (2024)

NLP-based AI robot for intelligent interaction
de réir: Dastagir, Golam, et al.
Foilsithe / Cruthaithe: (2024)

Impact of artificial intelligence in closing the gender gap among women-led industries: a developing country perspective
de réir: Basir, S M
Foilsithe / Cruthaithe: (2024)

Seasonal siitfting and its impact on crop production: local community perception of Satkhira district
de réir: Nipa, Sharmin Nahar, et al.
Foilsithe / Cruthaithe: (2017)