Document template identification and data extraction using machine learning and deep learning approach

Document template identification and data extraction using machine learning and deep learning approach

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Roy, Kaushik, Islam, Md Fuad, Rimon, Md Minhazul Islam, Mobarak, Tasnim, Priota, Mysha Samiha
Awduron Eraill:	Rhaman, Md. Khalilur
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	CNN YOLOv8 Deep learning model SGD classifier SVM Machine learning KNN Optical data processing Data structures (Computer science) Neural networks (Computer science) Deep learning (Machine learning) Cognitive learning theory (Deep learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/22915

Eitemau Tebyg

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, 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)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
gan: Sakib, Hasibul, et al.
Cyhoeddwyd: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

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

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

Deep learning-based real-time pothole detection for avoiding road accident
gan: Basher, Rafsan, et al.
Cyhoeddwyd: (2022)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
gan: Ghosh, Kawshik Kumar, et al.
Cyhoeddwyd: (2023)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
gan: Rayhan, Mohammad, et al.
Cyhoeddwyd: (2020)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
gan: Hasan, M. M. Kamrul, et al.
Cyhoeddwyd: (2022)

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

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

Recognising license plate from image data using deep learning
gan: Golder, Rupam, et al.
Cyhoeddwyd: (2023)

Real-time foul detection in football matches using machine learning techniques
gan: Siddiqui, Bishal Sadi, et al.
Cyhoeddwyd: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
gan: Hasib, Khan Md.
Cyhoeddwyd: (2022)

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)

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

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

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

Deep Learning based Medicinal Plants Leaf Recognition
gan: Mahalanabish, Tonusri
Cyhoeddwyd: (2023)

Verifying online signatures through an iterative device independent model
gan: Tahsin, Samiha, et al.
Cyhoeddwyd: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

Fortifying federated learning: security against model poisoning attacks
gan: Anan, Fabiha, et al.
Cyhoeddwyd: (2024)

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

Classifying insect pests from image data using deep learning
gan: Mohsin, Md. Raiyan Bin, et al.
Cyhoeddwyd: (2022)

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

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
gan: Al Taawab, Abdullah, et al.
Cyhoeddwyd: (2022)

An interpretable transformer based approach to classify Malaria from blood cell images
gan: Islam, Mehafuza, et al.
Cyhoeddwyd: (2023)

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)

Pest detection system using machine learning techniques
gan: Prithvi, Protyusha Barua, et al.
Cyhoeddwyd: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
gan: Khan, Ibrahim
Cyhoeddwyd: (2023)

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

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
gan: Ahmed, Syed Istiaque, et al.
Cyhoeddwyd: (2024)

Demystifying black-box learning models of rumor detection from social media posts
gan: Tafannum, Faiza, et al.
Cyhoeddwyd: (2021)

Behavior change analysis due to violent video gaming using deep learning models
gan: Rahman, Akhlak Ur, et al.
Cyhoeddwyd: (2024)