BEng (Hons) Software Engineering: Recent submissions

  • Real Time Automated crime Detection System 
    Kaushalya, Dinusha (2022)
    "Social security is the most challenging thing in the modern world. People’s lifestyles are getting complicated and people face economic and social challenges. As a result of these challenges, people’s mentality is ...
  • Crop Recommendation using ML and IoT 
    Paramasivam, Theepshana (2022)
    "In recent decades, agriculture in Sri Lanka has undergone a technological transformation, making farming more manageable, more productive, and profitable. On the other hand, farmers face several challenges and constraints, ...
  • Breast Cancer Early Detection Ultrasound Images Using ESRGANs & CNN 
    Jayasinghe Appuhamilage, Shane (2022)
    "Breast cancer is one of the biggest problems women face and can survive if they recognize the beginning of the expansion phase. If the patient suspects that the breast lump is growing, the doctor will first ask for an ...
  • Fashionable 
    Nawaz, Aarthif (2022)
    "Fashion designers encounter a lot of difficulties when crafting and designing in-vogue fashion designs. As a result, many fashion-design productions don’t come large-scale to the market and are below standard. These ...
  • Covid-19 Risk Identification Using Machine Learning 
    Maggonage, Shehan (2022)
    "The virus Covid 19 is a kind of a virus. This virus comes in a variety of forms. This was discovered in China in December of 2019. Within two to fourteen days after contracting this virus, symptoms appear in infected ...
  • Caught in a Lie: Automated Deception Detection System Using Human Facial Cues and Facial Chirality 
    Vidanagama, Chamudi (2022)
    "Deception detection is an important task carried out in high skate situations like suspect interrogations. Criminal investigations are solely dependent on a suspect’s truthful confession for a case to be solved. The ...
  • Cross-Lingual Singing Voice Conversion with VAW-GAN 
    Bhareti, Kushan (2022)
    "Singing is not an ability that all humans have grasped at a level to perform in a professional manner. While most people involved in the entertainment industry are accustomed to singing, there can be instances where an ...
  • Vehicle make and model detection 
    Galkissage, Vishma Akash (2022)
    After the industrial revolution, mankind have been making/innovating various ways to the transportation because of that the vehicles became more popular ways to transport. Because of that major companies always try to build ...
  • Inventory sales forecasting based on machine learning and deep learning. 
    Gamage, Piyumi (2022)
    "Very small, middle, and large business must balance the act of between reducing the cost, of holding too much inventory stock with and need to maintain enough stock. So, in this community, over the last 50 years ...
  • Market price prediction with machine learning and candlestick tokenized algorithm 
    Pannigalagamage, Namesh Kushantha (2022)
    "How important technical analysis is to those who trade in the market. Technical analysis can be introduced as a method used when trading in the market. A large number of technical analysis methods are used by traders in ...
  • 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 ...
  • 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 ...
  • Using Affective Computing and Sentiment Analysis to Show Emotions in An Article 
    Jamal, Shehan (2022)
    In the current era everybody reads news. Anyone who reads newspapers or article will feel emotion. This emotion can change a person no matter how small the emotion he/she will have a change in behavior, this could affect ...
  • Guitar Chords Recognition Using Real-Time Video Feed 
    Gamage, Binuka (2022)
    The music industry is made up of those who make money by writing songs and other musical compositions, producing and selling recorded and sheet music, and organising concerts and the groups that support, educate, advocate ...
  • DepDetect : Detection of Depressive Sinhala Comments in Social Media 
    Rathnayake Liyanage, Lashini (2022)
    Depression is a common mental disorder and a treatable mental illness under a low cost if diagnosed at its early stage. But many of the affected people do not diagnose the disease at its early stage especially in Sri Lankan ...
  • 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 ...
  • Online Food Delivery Sales and orders prediction using Machine Learning 
    Selvam, Naveen (2022)
    "This shows the rapid growth of the online food delivery industry, which has increased the requirement to identify the key success characteristics that are essential to online food delivery providers. Due to competition ...
  • Deep learning-based computer-aided detection of melanoma cancer subtypes 
    Peiris, Danuka (2022)
    "Skin cancer is a condition in which skin cells grow uncontrollably and irregularly. This is caused by unrepaired DNA damage or genetic defects in skin cells. Melanoma and non-melanoma are the two main kinds of skin cancer. ...
  • Restaurant reviews Classifier and Analyzer using Machine Learning and Natural Language Processing 
    Murugathas, Velon (2022)
    Restaurants are one of the most prominent industry in the market. Due to the rapid growth of the Social Medias the ‘culinary tourism’ has gained immense popularity around the world. As the customers are pursuing to gain a ...
  • “CompressO” - Compression of Transformers using Pruning 
    Weerasinghe, Chathuri (2022)
    "Providing meaningful representations of words has been considered one of the fundamental goals of Natural Language Processing (NLP) since its inception. With the advancement of technology, researchers have experimented ...

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