Automated image caption generator in Bangla using multimodal learning

Automated image caption generator in Bangla using multimodal learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Rodoshi, Mashiat Hasin, Ahmed, Moin Uddin, Ashraf, Md. Sobhan, Mim, Md. Galib Hasan, Khanam, Ashfia
Awduron Eraill:	Sadeque, Farig Yousuf
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Image captioning CNN LSTM RNN Deep learning Bangla Natural language processing Machine learning Neural networks (Computer science) Natural language processing (Computer science) Cognitive learning theory
Mynediad Ar-lein:	http://hdl.handle.net/10361/22012

Eitemau Tebyg

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

Rumor detection in Bangla using machine learning & deep learning
gan: Ahmed, Md Istiaq, et al.
Cyhoeddwyd: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
gan: Islam, Md. Nazmul, et al.
Cyhoeddwyd: (2024)

UI development and functionality testing automation in android application
gan: Taus, Shehjad Ali, et al.
Cyhoeddwyd: (2024)

Enhancing Bangla video comprehension through multimodal feature integration and attention-based encoder-decoder captioning models for single-action videos
gan: Das, Saurav, et al.
Cyhoeddwyd: (2024)

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

Identifying hate speech of Bangla language text using natural language processing
gan: Rahman, Mushfiqur, et al.
Cyhoeddwyd: (2024)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
gan: Amin, Mahzabin Yasmin Binte, et al.
Cyhoeddwyd: (2023)

Sentiment analysis in Bengali Text using NLP
gan: Sarkar, Ankon, et al.
Cyhoeddwyd: (2023)

An integrated approach: fake review detection using convBERT-BiLSTM classification
gan: Mahmud, Md. Anas, et al.
Cyhoeddwyd: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

Analysis of financial data on the time series using data from the stock market
gan: Shachcha, Ifad Bhuiyan, et al.
Cyhoeddwyd: (2022)

Demand forecasting on supply chain using ML and NN
gan: Hridi, Naoshin Anzum, et al.
Cyhoeddwyd: (2023)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
Cyhoeddwyd: (2021)

Transfer learning for natural language processing /
gan: Azunre, Paul
Cyhoeddwyd: (2021)

Sentiment classification on Bengali food and restaurant reviews
gan: Hossain, Abid, et al.
Cyhoeddwyd: (2024)

Mental health analysis of cancer-diagnosed patients with the lowest survival rate and their caregivers
gan: Orchi, Irin Hoque, et al.
Cyhoeddwyd: (2023)

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

Emotion detection for Bangla language
gan: Rushan, Rowshan Rahman, et al.
Cyhoeddwyd: (2024)

NLP-based AI robot for intelligent interaction
gan: Dastagir, Golam, et al.
Cyhoeddwyd: (2024)

Sentiment analysis using Natural Language Processing (NLP) & deep learning
gan: Islam, Kazi Minhazul, et al.
Cyhoeddwyd: (2022)

Getting started with deep learning for natural language processing : learn how to build NLP applications with deep learning /
gan: Patel, Sunil
Cyhoeddwyd: (2021)

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

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
gan: Fahim, Kaji Mehedi Hasan, et al.
Cyhoeddwyd: (2024)

Multimodal fake news detection using text and image
gan: Biswas, Trisha, et al.
Cyhoeddwyd: (2024)

Vulgar and spam comment identification using Gluon Natural Language Processing and Convolution Neural Networks
gan: Jahan, Rufyda
Cyhoeddwyd: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Deep convolutional GAN-based data augmentation for medical image classification
gan: Datta, Joy, et al.
Cyhoeddwyd: (2022)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
Cyhoeddwyd: (2024)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
gan: Anan, Ramisa, et al.
Cyhoeddwyd: (2023)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
gan: Rodela, Raisa Rahman, et al.
Cyhoeddwyd: (2024)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Automated essay scoring for Bangla
gan: Mahjabin, Rubayet, et al.
Cyhoeddwyd: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
gan: Chakraborty, Dhruba, et al.
Cyhoeddwyd: (2022)

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