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Browsing Project Report by Subject "Deep Learning"

Browsing Project Report by Subject "Deep Learning"

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  • Fake news detection on Bengali linguistic using deep learning approach 
    Shahariar, Shihab (Daffodil International University, 2024-01-01)
    A vast quantity of data and information are available on the internet. Because the internet is so widely available and has resulted in a tremendous growth in the number of online news, people are interested in reading ...
  • A Fine Tune VGG16 Model Based on Ablation Study for Diagnosing Brain Tumor from MRI Images 
    Islam, Rakibul (Daffodil International University, 23-01-29)
    Brain tumor recognition by magnetic resonance imaging (MRI) is crucial because it improves survival rates and allows them to plan treatments accordingly. The patient is at risk if a tumour in the brain, which is made up ...
  • Identifying the research field of a scientific paper from the abstract using deep learning approache 
    Sarker, Sudipto (Daffodil International University, 2024-01-24)
    This study explores the application of deep learning to automate the identification of research fields within scientific paper abstracts. The goal is to create a resilient model that effectively categorizes the primary ...
  • Image-based bird detection and classification through deep learning 
    Asna, Sumaya Islam (Daffodil International University, 2023-12-01)
    Birds, as a diverse and integral component of our natural world, play a pivotal role in maintaining the balance and health of ecosystems. Their presence influences not only the environment but also various aspects of ...
  • A machine learning and deep learning approach for Baengali newspaper headline categorization 
    Dola, Shamrita Tazbin (Daffodil International University, 2024-01-01)
    The internet world is called a repository of information and data. Where there is a huge amount of information and data collection. Through internet people can access any kind of information and data from any place at ...
  • A Machine Learning and Deep Learning Approach for Bengali News Headline Categorization 
    Akter, Labony; Zaman, MD Shahriar (Daffodil International University, 23-01-29)
    Internet is a thing through which a huge amount of information and data is available. As the amount of online news is increasing drastically due to the availability of internet in all parts of the world, people are also ...
  • A Machine Learning Based Approach to Predict Cervical Cancer 
    Omar, Jubail Hossain (Daffodil International University, 2024-01-01)
    Recently, there has been a significant increase in the prevalence of physical illnesses, including cervical cancer disease, drawing considerable attention due to its impact on a large population. The severity of the ...
  • Multi Head Text Mining Applying Deep Learning and Bangla NLP Using COVID-19 Feedback From Students 
    Kobra, Khadijatul; Sammi, Samrina Sarkar (Daffodil International University, 23-02-12)
    The COVID-19 epidemic bound administration all around the globe to lock down their frontier, their companies, their schools, and citizens from leaving their houses unless absolutely required. The mental health of both ...
  • Nationality detection through Eye analysis 
    Shoumik, Shahib Islam (Daffodil International University, 2024-01-01)
    Biometric identification has become increasingly popular as technology progresses, especially with regard to facial and ocular recognition. The study investigates the use of deep learning methods more especially, the ...
  • Papaya Ripeness Prediction Using Machine Learning 
    Islam, MD Iktidar (Daffodil International University, 23-02-18)
    Fruits are a rich source of energy, minerals, and vitamins. Papaya is a perennial fruit of commercial importance due to its high nutritional properties. [13] The packaging of papaya fruit as per its maturity status is an ...
  • Personality prediction based on social media posts using deep learning 
    Nahid, Nazmul Hosain (Daffodil International University, 2024-01-01)
    This study analyzes the complicated field of personality prediction through the use of the diverse data embedded in social media posts. Our research uses many different areas of machine learning and deep learning algorithms ...
  • Plant Leaf Disease Detection Using Deep Learning Algorithms 
    Labib, Raunak Muhtasim (Daffodil International University, 2024-01-01)
    In the agricultural landscape of Bangladesh, where farming plays a crucial role in the country's economy, the well-being of plants is vital for ensuring food security. The process of photosynthesis, occurring in the ...
  • Predicting the satisfaction level of mobile banking users of Bangladesh from social media sites using machine learning 
    Razzak, Shoaba (Daffodil International University, 2024-01-24)
    The research focuses on the prediction of customer satisfaction in the mobile banking industry in Bangladesh, using social media data collected with Google Forms. The 2608- entry dataset categorizes target attributes as ...
  • A Proposed Deep Learning Approach For Detecting Rice Leaf Disease 
    Bhuyan, Md Raju (Daffodil International University, 2024-01-29)
    Rice leaf diseases are a type of plant diseases affecting the leaves of rice crops, causing various kinds of crop damage. These diseases may have major financial effects, hurting both rice quality and production. Using ...
  • Real-Time Citrus Leaf Disease Detection Using Deep Learning Approach 
    Ashar, Nur Salek (Daffodil International University, 2024-01-01)
    The spectre of devastating citrus diseases looms large over global agriculture, threatening yields and food security. Early and precise detection is crucial to mitigate crop losses and ensure food security. This research ...
  • Real-Time Vehicle Fitness Detection Using YOLOV5 
    Khan, MD. Mohiuddin (Daffodil International University, 23-01-29)
    Road accidents, which are currently a big problem in Bangladesh, are largely caused by unsafe vehicles. Thousands of people are dying in Bangladesh due to road crushes. The huge number of unfit vehicles across the country ...
  • Sentiment analysis of recent flood disaster of Bangladesh from social media Bangla comments using deep learning 
    Haque, Md. Imdadul (Daffodil International University, 2024-01-01)
    This study provides complete sentiment analysis of Bengali social media posts made in the course of the country's recent flood disaster. We use deep learning models, such as CNN and Bi-LSTM, to evaluate a dataset of 4036 ...
  • Skin disease classification using deep learning 
    Remel, Mahinoor Islam (Daffodil International University, 2024-01-01)
    This study presents an in-depth study of the development of Skin Disease Classification using Deep Learning. The dataset was carefully selected to ensure that it was representative of the skin Disease of various kinds: ...
  • Speech Emotion Recognition using Librosa Library 
    Polin, Mijanur Rahman; Hassan, Md. Mashrafi (Daffodil International University, 23-02-18)
    All living human being on earth express their opinion through a language. Some meaningful voice makes a language. In all the call center giving service faces many problem when they talk to customer. Sometimes the employee ...
  • Thesis on Lung and Colon Cancer Prediction and detection using Deep Learning 
    Dibosh, Arnob Ghosh (Daffodil International University, 2024-01-01)
    Classification of medical images is essential to the diagnosis of many diseases. This paper presents a thorough analysis of multimodal deep learning fusion methods for problems involving the classification of medical ...

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