HLS Archives - AMIQ Consulting

How to Accelerate an Image Upscaling CNN on FPGA Using HLS

The process of generating a higher resolution image from a low resolution image, requires identifying the missing pixels. This filling-in of the “pixel gaps” has

Iuliana Leuștean August 23, 2021 1 Comment

CNN using HLS

I am pleased to announce the release of the code for the article “How to Implement a Convolutional Neural Network Using High-Level Synthesis”. Synopsis The

Sergiu Duda March 5, 2020 9 Comments

How to Implement a Convolutional Neural Network Using High Level Synthesis

Introduction Deep Learning has taken the world by storm and now has applications in almost every field, from image and speech recognition to medical software,

Sergiu Duda December 14, 2018 46 Comments