Unleashing Modified Deep Learning Models in Efficient COVID19 Detection

no code implementations • 21 Oct 2023 • Md Aminul Islam, Shabbir Ahmed Shuvo, Mohammad Abu Tareq Rony, M Raihan, Md Abu Sufian

Our analysis shows that these tactics improve model performance and resilience for advancing COVID19 prediction and detection and shows how Deep Learning can improve disease handling.

Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset

no code implementations • 16 Sep 2023 • Shabbir Ahmed Shuvo, Md Aminul Islam, Md. Mozammel Hoque, Rejwan Bin Sulaiman

We compared the binary classification performance of eight prominent deep learning models: DenseNet 121, DenseNet 169, DenseNet 201, EffecientNet b0, EffecientNet lite4, GoogleNet, MobileNet, and ResNet18 for their binary classification performance on combined Pulmonary Chest Xrays dataset.

Binary Classification Classification

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.

Transfer Learning

Efficient approach of using CNN based pretrained model in Bangla handwritten digit recognition

no code implementations • 19 Sep 2022 • Muntarin Islam, Shabbir Ahmed Shuvo, Musarrat Saberin Nipun, Rejwan Bin Sulaiman, Jannatul Nayeem, Zubaer Haque, Md Mostak Shaikh, Md Sakib Ullah Sourav

Moreover, fewer studies have been done on Bangla handwritten digit recognition (BHwDR).

Handwritten Digit Recognition