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Results for “"Munzirul Alom"”

2 results

Machine learning enabled IoT system for soil nutrients monitoring and crop recommendation

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Md Reazul Islam, Khondokar Oliullah, Md. Mohsin Kabir, Munzirul Alom et al.

Journal: Journal of Agriculture and Food ResearchYear: 2023Citations: 143

Agriculture plays a vital role in feeding the growing global population. But optimizing crop production and resource management remains a significant challenge for farmers. This research paper proposes an innovative ML-enabled IoT device to monitor soil nutrients and provide accurate crop recommenda...

Life SciencesAgricultural and Biological SciencesPlant ScienceOpen Access
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Real-Time Sign Language Recognition using Machine Learning and CNN-based EfficientNetB3 for Accessible Communication

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Zabir Ibna Mizan, Farzam Aidelkhani, Khandaker Tasfia Reza, Tanbir Hasan Bhuiyan et al.

Year: 2024Citations: 2

This research analyzes the challenges faced by Sign Language Recognition (SLR) systems by evaluating the performance of EfficientNetB3, Inception-v3, and GoogLeNet models. Using a dataset of 27,000 American Sign Language (ASL) images across 27 classes, EfficientNetB3 emerged as the top performer. Af...

Physical SciencesComputer ScienceHuman-Computer Interaction
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