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.

Bibliographic Details
Main Authors:	Rodoshi, Mashiat Hasin, Ahmed, Moin Uddin, Ashraf, Md. Sobhan, Mim, Md. Galib Hasan, Khanam, Ashfia
Other Authors:	Sadeque, Farig Yousuf
Format:	Thesis
Language:	English
Published:	Brac University 2023
Subjects:	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
Online Access:	http://hdl.handle.net/10361/22012

Similar Items

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Transfer learning for natural language processing /
by: Azunre, Paul
Published: (2021)

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

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

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

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

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

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

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

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

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

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

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

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

Deep convolutional GAN-based data augmentation for medical image classification
by: Datta, Joy, et al.
Published: (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
by: Shruti, Abanti Chakraborty
Published: (2024)

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

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

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

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

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

Automated essay scoring for Bangla
by: Mahjabin, Rubayet, et al.
Published: (2024)

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

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