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Browsing DEPARTMENT OF SOFTWARE ENGINEERING by Subject "Deep learning"

Browsing DEPARTMENT OF SOFTWARE ENGINEERING by Subject "Deep learning"

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  • Automated Dhaka City Vehicle Detection for Traffic Flow Analysis Using Deep Learning 
    Islam, Md. Tanvir (Daffodil International University, 2021-06-13)
    There are many ways to stop traffic jams from spreading, and one of the most effective is to detect the vehicle. The uniqueness of Dhaka's traffic situation creates a complicated and difficult occurrence, with over eight ...
  • Automated Dhaka City Vehicle Detection for Traffic Flow Analysis Using Deep learning 
    Islam, Minhajul (Daffodil International University, 2021-06-15)
    There are many ways to stop traffic jams from spreading, and one of the most effective is to detect the vehicle. The uniqueness of Dhaka's traffic situation creates a complicated and difficult occurrence, with over eight ...
  • A Bangladeshi Road Sign Detection & Recognition System Based on Template matching & Convolutional Neural Network 
    Karim, Md. Ziaul (Daffodil International University, 2021)
    Road Signs are very important but a neglected topic in the discipline of driving vehicles in Bangladesh. As a highly populous country chaos on the road has taken a disastrous shape over the past decade as the number of ...
  • Drivers Drowsiness and Mental Health Detection using Deep Learning 
    Hossain, Md. Faisal (Daffodil International University, 2024-01-18)
    One of the most important body part is the face which holds a lot of information. Any person's mental state is revealed through their facial expression.The purpose of the study is to develop a system that can ensure safe ...
  • Fake News Detection Using Deep Learning 
    Limon, Foysal Ahmmed (Daffodil International University, 2021)
    Fake news and misinformation have wreaked havoc on our lives in recent years. Today, fake news spreads faster and has a greater impact than ever before because of the maximum number of people who use networking as the ...
  • Football Player Detection and Tactical Analysis with Deep Learning 
    Hossain, Mohammad Zim (Daffodil International University, 23-07-25)
    In the realm of football, the ability to analyze and understand player movements and tactics is crucial for coaches and teams. Bangladesh's traditional football analysis approach is based on human observation by coaches ...
  • MRI Based Brain Tumor Classification Using Convolutional Neural Network 
    Tona, Mou Afroz (Daffodil International University, 23-07-30)
    Purpose: It's a crucial and difficult task to define a brain tumor in the process of medical imaging. If the brain tumor can be classified, it might be quite important in improving the patient's likelihood of survival while ...
  • Object Detection on Road Using Deep Learning Approach 
    Hasan, Zahid (Daffodil International University, 23-07-25)
    For a developing nation like Bangladesh, traffic jams are a major problem. Systems for maintaining traffic manually are expensive and time-consuming. Making a system that can automatically identify traffic flow is therefore ...
  • Parking Slot Detection and Maintenance Using Deep Learning 
    Saha, Pranto (Daffodil International University, 23-07-25)
    Traffic is a major issue in Bangladesh, particularly in urban regions like Dhaka. The main issue with traffic in Bangladesh is parking by the wayside. Private transportation users spend the majority of their waking hours ...
  • Potato Leaf Early Blight and Late Blight Disease Detection System 
    Sarder, Sahbaj (Daffodil International University, 22-12-22)
    Every year, potato farmers lose a lot of money, which leads to many illnesses that harm potato plants. The two most common Blight diseases are Early Blight and Late Blight. Farmers can save a lot of waste and save financial ...
  • Predicting Cotton Leaf Disease Based on Image Classification Using Deep Learning 
    Prity, Fahima Sultana (Daffodil International University, 22-12-18)
    Cotton is one of Bangladesh's most important agricultural products, but it faces a number of challenges or constraints in the leaf. Most of the time, these constraints are identified as diseases and pests that are difficult ...
  • Predicting the Death of Road Accidents in Bangladesh Using Artificial Neural Network 
    Eti, Mst.Sinhanaznin (©Daffodil International University, 2022-02-05)
    Road accidents are now a common occurrence in our country. Road accidents are increasing by leaps and bounds in Bangladesh every day. Every day countless people are losing their lives in road accidents. The effect of a ...
  • Smart Farming 
    Chowdhury, Ankon (Daffodil International University, 23-07-25)
    Plant leaf diseases have recently become a major worry for farmers. This is a danger to both farmers and the country, which depends on agriculture. In this aspect, conventional identification techniques may not be very ...
  • Vehicle Detection Using Deep Learning Techniques 
    Islam, Md. Azharul (©Daffodil International University, 2021-06-20)
    Vehicle detection and classification using deep learning methods has been found out in this paper. In the area of highway management, vehicle detection and classification are becoming more significant currently. Vehicle ...

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