no code implementations • 21 Jun 2022 • Tareque Bashar Ovi, Sauda Suara Naba, Dibaloke Chanda, Md. Saif Hassan Onim
After ensemble, we report an increase of 6. 36% accuracy than previous MLP-based algorithms.
no code implementations • 18 Jun 2022 • Md. Wahiduzzaman Khan Arnob, Arunima Dey Pooja, Md. Saif Hassan Onim
Breast cancer is the second most responsible for all cancer types and has been the cause of numerous deaths over the years, especially among women.
no code implementations • 18 Feb 2022 • Md. Saif Hassan Onim, Hussain Nyeem, Koushik Roy, Mahmudul Hasan, Abtahi Ishmam, Md. Akiful Hoque Akif, Tareque Bashar Ovi
This paper reports a computationally efficient and reasonably accurate Automatic License Plate Recognition (ALPR) system for Bengali characters with a new end-to-end DNN model that we call Bengali License Plate Network(BLPnet).
no code implementations • 9 Dec 2021 • Abtahi Ishmam, Mahmudul Hasan, Md. Saif Hassan Onim, Koushik Roy, Md. Akiful Haque Akif, Hossain Nyeem
In contrast, the model with MediaPipe offers faster landmark detection capability with an average FPS of 20 and detection accuracy of 94. 4%.
no code implementations • 3 Dec 2020 • Md. Saif Hassan Onim, Muhaiminul Islam Akash, Mahmudul Haque, Raiyan Ibne Hafiz
Computer vision coupled with Deep Learning (DL) techniques bring out a substantial prospect in the field of traffic control, monitoring and law enforcing activities.
no code implementations • 13 Nov 2020 • Md. Saif Hassan Onim, Aiman Rafeed Ehtesham, Amreen Anbar, A. K. M. Nazrul Islam, A. K. M. Mahbubur Rahman
This paper analyses how well a Fast Fully Convolutional Network (FastFCN) semantically segments satellite images and thus classifies Land Use/Land Cover(LULC) classes.