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FPGA Course 2 | CNN Accelerator for Digit Recognition
This project-based online course offers practical insights into designing AI accelerators, specifically a CNN algorithm for handwritten digit classification. The focus of the course is on the system design level on how to integrate a CNN module (written in Verilog RTL) with the application processor running Linux. The final result of this project is a web application for taking a handwritten digit and then sending this data to be processed with the CNN accelerator on the FPGA. On average, a speedup factor of 12x is achieved by using this accelerator compared to the CPU.
FPGA Project: CNN Accelerator for Digit Recognition:
https://www.udemy.com/course/fpga-project-cnn-accelerator-for-digit-recognition/?referralCode=60E47BBAD02232833118
#fpga #xilinx #verilog
Видео FPGA Course 2 | CNN Accelerator for Digit Recognition канала Ween's Lab
FPGA Project: CNN Accelerator for Digit Recognition:
https://www.udemy.com/course/fpga-project-cnn-accelerator-for-digit-recognition/?referralCode=60E47BBAD02232833118
#fpga #xilinx #verilog
Видео FPGA Course 2 | CNN Accelerator for Digit Recognition канала Ween's Lab
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21 июня 2025 г. 6:37:09
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