deep-learning

Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA

Many machine vision tasks like urban sceneunderstanding rely on machine learning, and more specifically deep neural networks to provide accurate enough results to make technology like autonomous vehicles possible. FPGAs have proven to be an excellent …

PEFSL

PEFSL is a modular pipeline for the training, compilation, hardware synthesis and deployment of a few-shot learning application on an FPGA SoC.