Crop prediction based on geographical and climatic data using machine learning and deep learning

Crop prediction based on geographical and climatic data using machine learning and deep learning

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

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Alif, Al Amin, Shukanya, Israt Farhana, Afee, Tasnia Nobi
مؤلفون آخرون:	Arif, Hossain
التنسيق:	أطروحة
اللغة:	English
منشور في:	BRAC University 2019
الموضوعات:	Agriculture Crop selection Machine learning Artificial neural network
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/11429

مواد مشابهة

Predicting climate induced floods using machine learning
بواسطة: Saleh, Chowdhury Nafis, وآخرون
منشور في: (2022)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
بواسطة: Hasan, Raad, وآخرون
منشور في: (2021)

Alumni opportunities using machine learning
بواسطة: Siaum, Arshif Sharlimin, وآخرون
منشور في: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
بواسطة: Rafat, Md. Tasbi, وآخرون
منشور في: (2023)

Heart disease prediction using machine learning algorithms
بواسطة: Ali, Musfiq, وآخرون
منشور في: (2019)

Predicting depression in Bangladeshi undergraduates using machine learning
بواسطة: Choudhury, Ahnaf Atef, وآخرون
منشور في: (2019)

Machine learning as an indicator for breast cancer prediction
بواسطة: Shadman, Tahsin Mohammed, وآخرون
منشور في: (2019)

N.P.K. based crop suggesting model
بواسطة: Iftekher, Asif, وآخرون
منشور في: (2020)

Comparison of machine learning techniques to predict cardiovascular disease
بواسطة: Jaber, Mir Mohammad, وآخرون
منشور في: (2019)

Machine learning approach for ECG analysis and predicting different heart diseases
بواسطة: Tithi, Sushmita Roy, وآخرون
منشور في: (2019)

Yoga posture recognition using the deep learning process
بواسطة: Islam, Abidul, وآخرون
منشور في: (2023)

A deep learning approach for prediction of ADHD using brain structure
بواسطة: Siam, Shafin Ahad, وآخرون
منشور في: (2024)

Predicting crime using deep learning
بواسطة: Shihab, Muhammad Nafees, وآخرون
منشور في: (2024)

Machine learning approach for improving decision support in ICU
بواسطة: Siddiquee, Mohib Billah, وآخرون
منشور في: (2019)

Deep learning /
بواسطة: Goodfellow, Ian
منشور في: (2016)

Learning a deep neural network for predicting phishing website
بواسطة: Das, Robat, وآخرون
منشور في: (2019)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
بواسطة: Kabir, Md Saif, وآخرون
منشور في: (2024)

Application of machine learning in credit risk assessment: a prelude to smart banking
بواسطة: Dhruba, Mir Ishrak Maheer, وآخرون
منشور في: (2019)

Best 11 selection using machine learning
بواسطة: Anik, Aminul Islam, وآخرون
منشور في: (2018)

Bank loan prediction using machine learning
بواسطة: Mahottam, Parthosarothi, وآخرون
منشور في: (2023)

A machine learning approach to credit default prediction and Individual credit scoring
بواسطة: Rahman, Md. Jaber, وآخرون
منشور في: (2018)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
بواسطة: Shahrin, Fariha, وآخرون
منشور في: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
بواسطة: Zubair, Ahmad, وآخرون
منشور في: (2024)

Using deep learning algorithms to detect violent activities
بواسطة: Ammar, S.M. Rojin, وآخرون
منشور في: (2019)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
بواسطة: Barua, Debalina
منشور في: (2023)

Deep learning for beginners : a beginner's guide to getting up and running with deep learning from scratch using Python /
بواسطة: Rivas, Pablo
منشور في: (2020)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Machine learning for stress prediction
بواسطة: Salehin, Sherajus, وآخرون
منشور في: (2023)

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh
بواسطة: Islam, Tanhim, وآخرون
منشور في: (2018)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
بواسطة: Chakma, Mitesh, وآخرون
منشور في: (2018)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
بواسطة: Maliha, Miftahul Zannat, وآخرون
منشور في: (2023)

Classifying insect pests from image data using deep learning
بواسطة: Mohsin, Md. Raiyan Bin, وآخرون
منشور في: (2022)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
بواسطة: Shakil, Mahmudul Hasan
منشور في: (2023)

Predictive location generation using machine learning approach
بواسطة: Hasan, S.A.M Khaled, وآخرون
منشور في: (2018)

Public vehicle ETA system using machine learning
بواسطة: Kabir, Md. Miraz, وآخرون
منشور في: (2018)

Real time performance analysis on DDoS attack detection using machine learning
بواسطة: Suvra, Debashis Kar, وآخرون
منشور في: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
بواسطة: Bhattacharjee, Ruposri, وآخرون
منشور في: (2024)

Prediction of human activity using machine learning
بواسطة: Tisha, Sadia Nasrin, وآخرون
منشور في: (2020)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
بواسطة: Sakib, Hasibul, وآخرون
منشور في: (2024)

Health monitoring IoT device with risk prediction using cloud computing and machine learning
بواسطة: Das, Anindya, وآخرون
منشور في: (2021)