1 code implementation • 25 Jun 2023 • Akib Mohammed Khan, Alif Ashrafee, Fahim Shahriar Khan, Md. Bakhtiar Hasan, Md. Hasanul Kabir
Inspired by the Double U-Net, this architecture incorporates attention gates on the skip connections and residual connections in the convolutional blocks.
no code implementations • 10 Apr 2023 • Md. Hamjajul Ashmafee, Tasnim Ahmed, Sabbir Ahmed, Md. Bakhtiar Hasan, Mst Nura Jahan, A. B. M. Ashikur Rahman
Correct identification and categorization of plant diseases are crucial for ensuring the safety of the global food supply and the overall financial success of stakeholders.
1 code implementation • 10 Oct 2022 • Mohsinul Kabir, Tasnim Ahmed, Md. Bakhtiar Hasan, Md Tahmid Rahman Laskar, Tarun Kumar Joarder, Hasan Mahmud, Kamrul Hasan
Mental health research through data-driven methods has been hindered by a lack of standard typology and scarcity of adequate data.
no code implementations • 11 Sep 2022 • Mk Bashar, Samia Islam, Kashifa Kawaakib Hussain, Md. Bakhtiar Hasan, A. B. M. Ashikur Rahman, Md. Hasanul Kabir
To take these scattered techniques under an umbrella, we have studied more than a hundred papers published over the last three years and have tried to extract the techniques that are more focused on by researchers in recent times to solve the problems of MOT.
no code implementations • 5 Jun 2022 • A. B. M. Ashikur Rahman, Md. Bakhtiar Hasan, Sabbir Ahmed, Tasnim Ahmed, Md. Hamjajul Ashmafee, Mohammad Ridwan Kabir, Md. Hasanul Kabir
This paper will also serve as a compendium for researchers interested in the science behind offline BHDR, instigating the exploration of newer avenues of relevant research that may further lead to better offline recognition of Bengali handwritten digits in different application areas.
Handwritten Digit Recognition Optical Character Recognition +1
no code implementations • 21 Apr 2022 • Md. Bakhtiar Hasan, Tasnim Ahmed, Md. Hasanul Kabir
Biometric authentication using gait has become a promising field due to its unobtrusive nature.
1 code implementation • 6 Sep 2021 • Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Redwan Karim Sony, Md. Hasanul Kabir
Evaluation on tomato leaf images from the PlantVillage dataset shows that the proposed architecture achieves 99. 30% accuracy with a model size of 9. 60MB and 4. 87M floating-point operations, making it a suitable choice for real-life applications in low-end devices.
no code implementations • 27 Aug 2021 • Raian Rahman, Zadid Bin Azad, Md. Bakhtiar Hasan
The performance of our proposed model was measured on Dhaka AI dataset which contains densely crowded vehicular images.
1 code implementation • 21 Feb 2021 • Shafkat Farabi, Hasibul Himel, Fakhruddin Gazzali, Md. Bakhtiar Hasan, Md. Hasanul Kabir, Moshiur Farazi
We assess the effects of the depth and input clip size of the convolutional neural network on the quality of action score predictions.
Ranked #6 on Action Quality Assessment on MTL-AQA