Samiul Hoque
Final Year - CSE Student
International Islamic University Chattogram
প্রজেক্ট
Developed a land use and land cover classification model using satellite imagery. Applied Object-Based Image Analysis (OBIA) alongside CNN models. Improved classification accuracy across heterogeneous terrain. Performed image preprocessing, feature extrac
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Built a deep learning model for automated lung cancer detection using CT scan images. Implemented image preprocessing and CNN architectures for medical image classification. Evaluated model performance using standard classification metrics.
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Developed an intrusion detection system for IoT environments. Combined multiple machine learning classifiers using a soft voting ensemble. Focused on improving classification accuracy while incorporating explainable AI techniques for model transparency.
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Developed a website showcasing six galaxies as animated cards. Created dedicated detail pages with interactive rotation and zoom controls. Designed a reference page with astronomy tables and a five-question quiz.