423 citations
- Shuvashis Sarker7 · h 5
- Mohammad Imrul Jubair6 · h 7
- Tashreef Muhammad6 · h 6
- Faika Fairuj Preotee2 profiles5 · h 4
- G. M. Shahariar2 profiles5 · h 6
- Shamim Rahim Refat5 · h 4
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- Md. Tanvir Rouf Shawon3 · h 7
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- Shifat Islam3 · h 4
- Bangladesh University of Engineering and TechnologyBD7 papers
- University of DhakaBD5 papers
- Southeast UniversityCN3 papers
- Bangladesh Atomic Energy CommissionBD2 papers
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- University of Colorado BoulderUS2 papers
- Al-Mustaqbal University1 paper
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10 papers · 1 filter
An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection
Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee +3
The brain is a highly complex organ that manages many important tasks, including movement, memory and thinking. Brain-related conditions, like tumors and degenerative disorders, ca…
An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI
Faika Fairuj Preotee, Shuvashis Sarker, Shamim Rahim Refat +2
Leaf diseases are harmful conditions that affect the health, appearance and productivity of plants, leading to significant plant loss and negatively impacting farmers' livelihoods.…
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
Shamim Rahim Refat, Ziyan Shirin Raha, Shuvashis Sarker +4
Diabetic retinopathy is a severe eye condition caused by diabetes where the retinal blood vessels get damaged and can lead to vision loss and blindness if not treated. Early and ac…
PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification
Fatema Tuj Johora Faria, Mukaffi Bin Moin, Mohammad Shafiul Alam +3
Numerous applications have resulted from the automation of agricultural disease segmentation using deep learning techniques. However, when applied to new conditions, these applicat…
Jamdani Motif Generation using Conditional GAN
MD Tanvir Rouf Shawon, Raihan Tanvir, Humaira Ferdous Shifa +2
Jamdani is the strikingly patterned textile heritage of Bangladesh. The exclusive geometric motifs woven on the fabric are the most attractive part of this craftsmanship having a r…
PerSign: Personalized Bangladeshi Sign Letters Synthesis
Mohammad Imrul Jubair, Ali Ahnaf, Tashfiq Nahiyan Khan +2
Bangladeshi Sign Language (BdSL) - like other sign languages - is tough to learn for general people, especially when it comes to expressing letters. In this poster, we propose PerS…