Comparison of Vitis-AI and FINN for implementing convolutional neural networks on FPGA

Convolutional neural networks (CNNs) are essential for image classification and detection, and their implementation in embedded systems is becoming increasingly attractive due to their compact size and low power consumption. Field-Programmable Gate Arrays (FPGAs) have  emerged as a promising option,...

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Bibliographic Details

Published in:	Revista Elektrón
Main Authors:	Nicolás Urbano Pintos, Héctor Lacomi, Mario Lavorato
Format:	Article
Language:	English
Published:	Universidad de Buenos Aires 2024-12-01
Subjects:	fpga cnn finn vitis-ai cuantización
Online Access:	http://elektron.fi.uba.ar/index.php/elektron/article/view/200