JutePestDetect: An Intelligent Approach for Jute Pest Identification Using Fine-Tuned Transfer Learning

no code implementations • 28 May 2023 • Md. Simul Hasan Talukder, Mohammad Raziuddin Chowdhury, Md Sakib Ullah Sourav, Abdullah Al Rakin, Shabbir Ahmed Shuvo, Rejwan Bin Sulaiman, Musarrat Saberin Nipun, Muntarin Islam, Mst Rumpa Islam, Md Aminul Islam, Zubaer Haque

In certain Asian countries, Jute is one of the primary sources of income and Gross Domestic Product (GDP) for the agricultural sector.

F1 Score Transfer Learning

PotatoPestNet: A CTInceptionV3-RS-Based Neural Network for Accurate Identification of Potato Pests

no code implementations • 27 May 2023 • Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Mohammad Raziuddin Chowdhury, Musarrat Saberin Nipun, Taminul Islam

Potatoes are the third-largest food crop globally, but their production frequently encounters difficulties because of aggressive pest infestations.

F1 Score Transfer Learning

The Role of Digital Agriculture in Transforming Rural Areas into Smart Villages

no code implementations • 7 Jan 2023 • Mohammad Raziuddin Chowdhury, Md Sakib Ullah Sourav, Rejwan Bin Sulaiman

From the perspective of any nation, rural areas generally present a comparable set of problems, such as a lack of proper health care, education, living conditions, wages, and market opportunities.

CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic Segmentation

1 code implementation • 18 Sep 2022 • Md Sakib Ullah Sourav, Huidong Wang, Mohammad Raziuddin Chowdhury, Rejwan Bin Sulaiman

One of the most neglected sources of energy loss is streetlights which generate too much light in areas where it is not required.

Image Segmentation Management +1