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Browsing 2022 by Title

Browsing 2022 by Title

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  • Singlish-Translator: An approach to convert Singlish text to English text 
    Ahamed, Imsar (2022)
    "In this technologically advanced era, communication is a core aspect of maintaining mutual relationships among business and personal ones. Today Machine Learning (ML) and Artificial Intelligence (AI) have actively involved ...
  • Sinhala Language Question Answering using Machine Comprehension 
    Iddawela, Dulitha (2022)
    "Across the time period, Natural Language Processing has helped immensely in many tasks with regards to languages like English. In Sri Lanka the main language that is used here is Sinhala, Unlike English the Sinhala language ...
  • Sinhala Question Answering System Using Deep Learning 
    Lanarolle, Kavindu (2022)
    "Sinhala is the National language used by the major ethnic group in Sri Lanka. As the native language of Sri Lanka approximately 16 million people used it as their mother tongue while it is spoken by 2 million people as ...
  • Sinhala Speech to Sri Lankan Sign Language Translation System 
    Suwarapola Liyanage, Ravindu Kithmini De Alwis Weerasiriwardhana (2022)
    "Sri Lankan Sign Language (SSL) is the deaf community's primary mode of communication in Sri Lanka. This research investigates the use of voice recognition and a system to translate Sinhala speech to Sri Lankan Sign Language. ...
  • Skin Diseases Detection System for Diagnosis of Eczema, Psoriasis and Tinea 
    Liyana Gunawardhana, Wasura (2022)
    Psoriasis, Eczema and Tinea Ringworm are widespread degenerative skin diseases that has a high sensitivity in diagnosing. Early detection, which is essential for a proper diagnosis, demands for the involvement of competent ...
  • Social Media Text-Based Emotion and Suicidal Prediction System 
    Nonis, Chehan (2022)
    People are used to engaging with social media platforms such as Facebook, Twitter, Instagram, and WhatsApp. They share their emotions by dropping a message to someone, adding a comment to a post, or posting an article or ...
  • Solar Panel Efficiency Prediction Using Machine Learning 
    Hewawasam, Hansaka Ashen (2022)
    "In a fast-paced world, we are always on the move to maintain a busy lifestyle in order to achieve our goals and objectives. As our living standards grow, so will our energy use. The need for energy began with the creation ...
  • Sp-BERTsum: Speech Summarization Using Prosodic Features Based on BERT 
    Sivasamy, Dhanush (2022)
    "Speech summarization is the process of taking in human speech and producing a shorter version of the speech containing the relevant information. Speech Summarization have been extensively researched in various domains ...
  • Stress level recognition using Electroencephalogram (EEG) signal 
    Wijayasekara, Minul (2022)
    Mental stress is a key factor to a wide range of health problems. Stress has the potential to affect people's work performance; it not only causes discomfort, but it may also lead to other issues. Aim of this project will ...
  • Switch-ML 
    Anas, Ziran Fuzooly (2022)
    "Cricket is a popular, fast-growing sport. Every team in a cricket match wants to win. Cricket is a highly dynamic sport with multiple elements in play at any time, and a team must make essential decisions to win. Which ...
  • Tamil Sign Language Interpretation 
    Sivakumar, Pravin (2022)
    "The use of Sign Language has significantly increased around the world as the people with hearing difficulties have gone up. There are many Sign languages in the world and one of it is the Tamil Sign language. The signs ...
  • Tea Clone Classification Using Deep Convolutional Neural Network 
    Tennakoon, Sachini (2022)
    Ceylon tea from Sri Lanka is often considered the greatest tea in the world. Tea Research Institutes’ (TRI) cloning efforts have led to the release of many TRI series clones. These clone variants have unique physical ...
  • TERSE: Video element extraction to make thumbnails 
    Perera, Shevon (2022)
    "Without a custom thumbnail, a video is most likely to get lower ranks in video hosting sites when there are millions of videos to watch. Finding thumbnail inspiration can be a tedious task for a content creator as this ...
  • TheWKCoach: Wicket keeping technique analysis with deep neural networks and pose estimations 
    Ishara, Viduth (2022)
    "When it comes to analysis, it's usually a difficult and time-consuming process. Because of the sport's growth with technology, AI-based wicket-keeping technique analysis has become a trending topic. This study is based ...
  • Tomato plant disease detection system using image processing and deep learning 
    Jayawardana, Dasith Udara (2022)
    Emerging of deep learning algorithms has brought forward revolutionary opportunities for the developers. Many different areas in software development have started to see revolutionary growth in domains such as Image ...
  • Travel Mate: A Travel Destination Safety Recommender during the COVID-19 pandemic using Machine Learning 
    Yogalingam, Ashvinth (2022)
    This thesis contains of research on the travel recommendation system amid the pandemic using Machine Learning (ML). Since the breakout of the COVID-19 pandemic in Wuhan, China, which was discovered at the end of 2019, the ...
  • Tuberculosis Detection from Chest X-rays 
    Wickramathilaka, Shalinka (2022)
    "Tuberculosis (TB) has been identified as a huge threat to the public health, people dying from the disease in most poor and middle income countries. It kills over 4,000 people each day. Many of these deaths may have been ...
  • Tyrox- A Transformer Architecture based natural language programming interpreter to aid novice programmers 
    Silva, Melani (2022)
    "One of the most prominent discussions in today's literature appears to be which of the programming paradigms is the best learning strategy for novice programmers. It became one of the pressing issues when research ...
  • UPest - Common Pest Detection in Urban Environment Using Transfer Learning 
    Ramachandran, Sathurshan (2022)
    Pests mainly refers to species which causes harm and loss to people. Pests cause major harm and losses worldwide ranging from crop loss, economical good damage, property damage, food contamination and spread of disease. ...
  • User Behavioural Anomaly Detection for Shared User Accounts 
    Jeeth, Jihan (2022)
    "Subscription based systems have user accounts to manage users. These accounts must be kept specific for the specified user for best outcomes. Cyber security aspects aside, users tend to share these credentials with other ...

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