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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 8 | Month- August 2026
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Paper Title
HARDWARE ACCELERATOR FOR SIGN LANGUAGE DETECTION ON FPGA
Authors
Shwetha V, Thushar Cherian, Varshith S, Prayag Singh, Vishalini Divakar
Keywords
Hardware Accelerator, Convolution Neural Network, Field Programmable Gate Arrays, Sign Language Detection.
Abstract
This project is all about building a hardware accelerator for Convolutional Neural Networks (CNNs) on an FPGA, specifically designed for real-time sign language detection. By harnessing the parallel processing power of FPGA, the CNN model is implemented in Verilog, ensuring fast and efficient inference.
To enhance performance, the trained model weights are seamlessly integrated into the hardware, enabling high-speed processing while keeping power consumption low. To validate the design, the implementation undergoes simulation, resource utilization analysis, and FPGA deployment, showcasing the immense potential of hardware accelerators for deep learning applications.
IJCRT's Publication Details
Unique Identification Number - IJCRTBE02030
Paper ID - 289587
Page Number(s) - 213-220
Pubished in - Volume 13 | Issue 7 | July 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shwetha V, Thushar Cherian, Varshith S, Prayag Singh, Vishalini Divakar, "HARDWARE ACCELERATOR FOR SIGN LANGUAGE DETECTION ON FPGA", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 7, pp.213-220, July 2025, Available at :http://www.ijcrt.org/papers/IJCRTBE02030.pdf
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Volume 14 | Issue 8
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August 2026
Volume 14 | Issue 8
Last Date :
31-Aug-2026
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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