School of Engineering, Technology & Sciences: Recent submissions
Now showing items 181-200 of 276
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Land Use Land Cover Segmentation using Synthetic Aperture Radar Data on Dhaka Division, Bangladesh
(Independent University, Bangladesh, 2023-09)Bangladesh is an agrarian economy where agriculture contributes 19.3% of the gross domestic product (GDP) of the country. [1] Rice is the dominant crop and the staple food that meets the nutritional demand of the large ... -
Food Rotting Prediction and Detection System for warehouse
(Independent University, Bangladesh, 2023-07)this thesis paper presents an elementary approach to food spoilage detection and prediction in a warehouse setting, offering a practical and cost-effective solution to reduce food waste and improve food safety. This project ... -
Meat freshness classifier with machine and AI
(Independent University, Bangladesh, 2023-06)Using machine learning and artificial intelligence techniques, this thesis presents a novel approach to detecting meat freshness. The proposed system consists of an MQ135 gas sensor and an MQ4 methane natural gas sensor ... -
Smart Floor Cleaning Robot
(Independent University, Bangladesh, 2023-07)Our life is changing every day. This changing is occurred due to the help of modern science. Science has produced more and more modern technology to make our life simple. “Smart Floor Cleaning Robot” is one of them. A smart ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling
(Independent University, Bangladesh, 2023-07)Dengue, a mosquito-borne viral infection, poses a significant threat, especially in warm, tropical climate countries like Bangladesh, India, Thailand, Malaysia, Laos, etc. This study is solely focused on the dengue data ... -
Bangla Speaker Accent Variation Classification Using Deep Neural Network: A Distinct Approach
(Independent University, Bangladesh, 2023-07)Accent Variation Classification is the technique of detecting an accent or dialect of a human speech based on speech patterns and features from speech. This is useful in developing speech recognition systems, language ... -
A Deep Learning Approach to Recognize Bangladeshi Shrimp Species
(Independent University, Bangladesh, 2023-07)Shrimp, the most popular shellfish in Bangladesh, is a good source of protein, minerals, vitamin D, and iodine that promote a healthy body and balanced nutrition. In Bangladesh shrimp is referred to as white gold. It ... -
A Systematic Analysis for Machine Learning Based Cow Price Prediction
(Independent University, Bangladesh, 2023-07)Cow meets a significant number of demands for meats in South Asian countries, and a huge number of cows were sold in Bangladesh on the eve of Eid al-Adha. Cow prices depend on several factors, and determining the price of ... -
Repercussion of Image Compression on Satellite Image Classification using Deep Learning Models
(Independent University, Bangladesh, 2023-08)Satellite image classification using Deep Learning (DL) algorithms is crucial for various applications such as Environmental Monitoring, Remote Sensing, and Urban Planning. The high-resolution nature of satellite images ... -
IoT-based Salinity Detection Using Conductivity and Temperature for Developing Countries
(Independent University, Bangladesh, 2023-08)For soil salinity management, crop selection, irrigation planning, environmental impact assessment, and the advancement of agricultural research and development, saltiness data collection in agriculture is essential. The ... -
Peering Through the Past: Forensic Analysis of Impression Via Deep Learning
(Independent University, Bangladesh, 2023-08)Indented writing is a crucial part of forensic science because it can reveal hidden informa- tion and evidence that is invisible to the eye. This is achieved by identifying impressions of the original writing that are ... -
AI based Software Testing
(Independent University, Bangladesh, 2023-07)As the complexity of software applications continues to increase,software testing becomes more challenging and time-consuming.The use of artificialintelligence (AI) in software testing has emerged as a promising approach ... -
A Study into The Limitations of CNN Recognition on Isolated Bengali Compound Characters
(Independent University, Bangladesh, 2023-07)There are over 265 million Bangla native and non-native speakers, however, the advancements in Bangla Optical Character Recognition is falling behind when compared with other languages because of a broader set of complex ... -
Wall Climbing Glass Cleaner Robot
(Independent University, Bangladesh, 2023-06)This project aims to develop a cost-effective and easy-to-manufacture wall-climbing cleaning robot for high-rise building maintenance, where human intervention can be hazardous. The propeller thrust method was used to ... -
Renewable Energy Optimization: The Role of Solar Tracking Systems
(Independent University, Bangladesh, 2023-06)The ecosystem is being harmed using fossil fuels, so renewable energy sources are required to protect the climate for coming generations. The most popular green energy source is solar power, but its effectiveness is impacted ... -
Optimizing B2B Relationships with Post-Covid Sales and Marketing Automation through ERP Implementation: A Value-Driven Approach in Bangladesh
(Independent University, Bangladesh, 2023-05)Enterprise Resource Planning (ERP) is a powerful software program created to combine and streamline several company processes. Companies in developed countries frequently use it to increase their general effectiveness. ERP ... -
Enhancing Product Market Payoff in Small and Medium Internet-Based Firms: A Survey-Based Analysis of Innovation and Competition Factors
(Independent University, Bangladesh, 2023-05)This paper aims to explore the relationship between innovation and competition and identify the conditions that affect the industry’s innovation and welfare. The authors analyze various factors, including the properties ... -
A Survey on Dimensionality Reduction Techniques for Time-series Data
(Independent University, Bangladesh, 2023-06)Data analysis in modern times involves working with large volumes of data, including timeseries data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ... -
Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines
(Independent University, Bangladesh, 2023-06)This paper presents a conceptual framework for designing relational agents (RAs) in healthcare contexts, developed through the findings from multiple user studies on RAs about their acceptance, efficacy, and usability. The ... -
Medical Personal Protective Equipment detection using YOLOv7
(Independent University, Bangladesh, 2023-06)In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the healthcare sector using YOLOv7. Improper ...
