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.

Detalhes bibliográficos
Main Authors:	Rodoshi, Mashiat Hasin, Ahmed, Moin Uddin, Ashraf, Md. Sobhan, Mim, Md. Galib Hasan, Khanam, Ashfia
Outros Autores:	Sadeque, Farig Yousuf
Formato:	Thesis
Idioma:	English
Publicado em:	Brac University 2023
Assuntos:	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
Acesso em linha:	http://hdl.handle.net/10361/22012

Registos relacionados

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

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

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

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

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

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

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

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

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

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

Sentiment analysis in Bengali Text using NLP
Por: Sarkar, Ankon, et al.
Publicado em: (2023)

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

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

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

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

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

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

Transfer learning for natural language processing /
Por: Azunre, Paul
Publicado em: (2021)

Sentiment classification on Bengali food and restaurant reviews
Por: Hossain, Abid, et al.
Publicado em: (2024)

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

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

Emotion detection for Bangla language
Por: Rushan, Rowshan Rahman, et al.
Publicado em: (2024)

NLP-based AI robot for intelligent interaction
Por: Dastagir, Golam, et al.
Publicado em: (2024)

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

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

Predicting crime using deep learning
Por: Shihab, Muhammad Nafees, et al.
Publicado em: (2024)

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

Multimodal fake news detection using text and image
Por: Biswas, Trisha, et al.
Publicado em: (2024)

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

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

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

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

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

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

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

Automated essay scoring for Bangla
Por: Mahjabin, Rubayet, et al.
Publicado em: (2024)

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

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

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