An android application to predict human activity using a deep learning LSTM model

An android application to predict human activity using a deep learning LSTM model

This project report is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awdur:	Sikder, Debabrata
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Project report
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Machine learning Deep learning Human activity recognition Recurrent neural networks Long short-term memory networks
Mynediad Ar-lein:	http://hdl.handle.net/10361/23155

Eitemau Tebyg

Predicting temperature of major cities using machine learning and deep learning
gan: Jaharabi, Wasiou, et al.
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Leveraging sequential deep learning models for detecting multitude of human action categories
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Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
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The influence of neuromarketing: machine learning based empirical analysis
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Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Share market forecasting with LSTM neural network and sentimental trend prediction
gan: Rony, Ismail Hossain, et al.
Cyhoeddwyd: (2020)

Conversion of Bengali speech to text using long short-term memory(LSTM)
gan: Chowdhury, Mohammad Fahim, et al.
Cyhoeddwyd: (2021)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
gan: Al-Wasee, Mohammad Samin, et al.
Cyhoeddwyd: (2022)

Forecasting market movement in Dhaka Stock Exchange: LSTM vs. ARIMA
gan: Chakraborty, Pranjal
Cyhoeddwyd: (2019)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
gan: Biswas, Sunanda, et al.
Cyhoeddwyd: (2022)

Malware Detection Using Neural Network
gan: Kayum, Syed Irfan, et al.
Cyhoeddwyd: (2021)

LSTM based content prediction for edge caching using federated learning approach
gan: Mazumder, Shafkat Ahmed, et al.
Cyhoeddwyd: (2021)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

Economic crisis prediction due to pandemic outbreak using machine learning
gan: Ahmed, Tanvir, et al.
Cyhoeddwyd: (2021)

Empowering mobile network planning through deep learning: a path to democratization
gan: Nabi, Syed Tauhidun
Cyhoeddwyd: (2024)

Prediction of human activity using machine learning
gan: Tisha, Sadia Nasrin, et al.
Cyhoeddwyd: (2020)

Detection of violent activity in surveillance system using different deep learning techniques
gan: Chakravorty, Tirthendu Prosad, et al.
Cyhoeddwyd: (2024)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
gan: Islam, Md Rashidul
Cyhoeddwyd: (2024)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Economic crisis prediction due to pandemic outbreak using machine learning
gan: Ahmed, Tanvir, et al.
Cyhoeddwyd: (2021)

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
gan: Hossain, Shoumik, et al.
Cyhoeddwyd: (2022)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
gan: Sarker, Md Wafi, et al.
Cyhoeddwyd: (2023)

Damaged road detection using Image Processing and Deep Learning
gan: Swadesh, Shimran Mahbub, et al.
Cyhoeddwyd: (2022)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
gan: Sikder, Shihab Uddin, et al.
Cyhoeddwyd: (2022)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
gan: Mahmud, Booshra Nazifa, et al.
Cyhoeddwyd: (2019)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
gan: Zaman, Md. Sayeed Ibne, et al.
Cyhoeddwyd: (2022)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
Cyhoeddwyd: (2024)

Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
gan: Haque, Tashfia, et al.
Cyhoeddwyd: (2024)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Traffic sign recognition using deep learning
gan: Amir, Afia Binte, et al.
Cyhoeddwyd: (2020)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)