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Academic Thesis:
Academic Thesis:
B.Sc in Computer Science and Engineering, Northern University Bangladesh. (2020 - 2023).
Thesis: Performance Comparison of CycleGAN for Image-to-Image Translation in Multiple Domain.
Supervised by:
Md. Raihan-ul-Masood
Associate Professor & Head
Department of Computer Science and Engineering
Northern University Bangladesh
Email: bdraihan@nub.ac.bd
International Conference Publication:
Performance Comparison of CycleGAN for Image-to-Image Translation in Multiple Domain
Tanjid Hossain; Md Yeasin Arafat; Tahmidul Jawad; Ayesha Siddiqua; Md. Raihan ul Masood, "A Comparative Study of CycleGAN Performance on Image-to-Image Translation in Multiple Domains", 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), Date of Conference: 27-28 June 2025,Date Added to IEEE Xplore: 17 September 2025, doi: https://doi.org/10.1109/NCIM65934.2025.11160223, Publisher: IEEE, Conference Location: Gazipur, Bangladesh.
Visual Information of four distinct datasets
Visual Information of four distinct datasets
Discriminator Network Architecture
Discriminator Network Architecture
Quantitative Results
Quantitative Results
Model Loss and Accuracy Across Domains
Model Loss and Accuracy Across Domains
State of Art Comparison for FID and KID mprovement
State of Art Comparison for FID and KID mprovement
(Apple- Guava) Image-to-image translation graph for traning of CycleGAN
(Apple- Guava) Image-to-image translation graph for traning of CycleGAN
Apple to Guava test-case output
Apple to Guava test-case output
Visualization of proposed model output.
Visualization of proposed model output.
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