Search Results for author: Md. Bakhtiar Hasan

Found 9 papers, 4 papers with code

AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net

1 code implementation25 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.

Image Segmentation Medical Image Segmentation +2

An Efficient Transfer Learning-based Approach for Apple Leaf Disease Classification

no code implementations10 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.

Data Augmentation Transfer Learning

DEPTWEET: A Typology for Social Media Texts to Detect Depression Severities

1 code implementation10 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.

Multiple Object Tracking in Recent Times: A Literature Review

no code implementations11 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.

Autonomous Driving motion prediction +4

Two Decades of Bengali Handwritten Digit Recognition: A Survey

no code implementations5 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

Less is More: Lighter and Faster Deep Neural Architecture for Tomato Leaf Disease Classification

1 code implementation6 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.

Image Classification Transfer Learning

Densely-Populated Traffic Detection using YOLOv5 and Non-Maximum Suppression Ensembling

no code implementations27 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.

Management object-detection +1

Improving Action Quality Assessment using Weighted Aggregation

1 code implementation21 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.

Action Quality Assessment

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