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amd-open-hardware-23

This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model architecture.

autoprune

autoprune_wrapper

caffe_fpga

FPGA integration into Caffe

fpgaconvnet-website

The work done at the Intelligent Digital Systems Lab at Imperial College London aims to address this demand with fpgaConvNet: a toolflow for designing Convolutional Neural Network (CNN) accelerators for FPGAs with state-of-the-art performance and efficiency.

harflow3d

A tool for automated mapping and optimization of 3D-CNNs for HAR onto FPGA devices

muppet

perf4sight

PyTorch tool that predicts the memory footprint and latency of CNN training and inference.

performance_modelling

Wrapper repository for perf4sight tool that provides an example interface to the tool.

pruners

pruning

pytorch_training

satay

smof

A tool for automated mapping and optimization of modern CNNs on FPGAs with smart off-chip eviction