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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 1 | Month- January 2026
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Published Paper Details:
Paper Title
Low Power RTL Generation for Eye Disease Classification Using FPGA
Authors
Ms.R.Siva Dharshini, Mr.S.Vengatesh Kumar, Ms.M.Shahana
Keywords
area, power consumption, delay, Peak Signal-to-Noise Ratio (PSNR), Structural Similarity Index Measure (SSIM).
Abstract
This project focuses on the development of a low-power RTL (Register Transfer Level) generation model for eye disease classification using FPGA technology. The system integrates a graphical user interface (GUI) .The dataset used comprises eye disease images in .jpg or .png format. These images undergoes a preprocessing phase that includes resizing, noise removal, histogram equalization, gray-scale conversion, and normalization. Additionally, the Local Binary Pattern (LBP) algorithm is employed to capture relevant texture information from the images. For classification, the project utilizes the ResNet50 deep learning algorithm to analyze the image data. The final output of the model is translated into Verilog code for RTL simulation. This work aims to provide a hardware-efficient, low-power solution for real-time eye disease classification.
IJCRT's Publication Details
Unique Identification Number - IJCRT2506084
Paper ID - 288433
Page Number(s) - a729-a733
Pubished in - Volume 13 | Issue 6 | June 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Ms.R.Siva Dharshini, Mr.S.Vengatesh Kumar, Ms.M.Shahana, "Low Power RTL Generation for Eye Disease Classification Using FPGA", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 6, pp.a729-a733, June 2025, Available at :http://www.ijcrt.org/papers/IJCRT2506084.pdf
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Volume 14 | Issue 1
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Volume 14 | Issue 1
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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