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@ICIdsl Intelligent Digital Systems Lab (Imperial College London)

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    14 repositories

    • smof

      Public
      A tool for automated mapping and optimization of modern CNNs on FPGAs with smart off-chip eviction
      GNU General Public License v3.0
      •2•4•0•0•Updated Mar 27, 2024Mar 27, 2024

    • satay

      Public
      Python
      •2•6•0•0•Updated Oct 26, 2023Oct 26, 2023

    • harflow3d

      Public
      A tool for automated mapping and optimization of 3D-CNNs for HAR onto FPGA devices
      Shell
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Sep 5, 2023Sep 5, 2023

    • amd-open-hardware-23

      Public
      This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model architecture.
      fpgacnn-accelerator
      Python
      •
      GNU General Public License v3.0
      •7•0•0•0•Updated Sep 5, 2023Sep 5, 2023

    • fpgaconvnet-website

      Public
      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.
      HTML
      •1•3•0•0•Updated Sep 4, 2023Sep 4, 2023

    • autoprune_wrapper

      Public
      Python
      •0•1•0•0•Updated Dec 21, 2021Dec 21, 2021

    • autoprune

      Public
      Python
      •0•1•0•0•Updated Dec 21, 2021Dec 21, 2021

    • performance_modelling

      Public
      Wrapper repository for perf4sight tool that provides an example interface to the tool.
      Python
      •0•3•0•0•Updated Aug 13, 2021Aug 13, 2021

    • perf4sight

      Public
      PyTorch tool that predicts the memory footprint and latency of CNN training and inference.
      Python
      •0•2•0•0•Updated Aug 13, 2021Aug 13, 2021

    • pruners

      Public
      Python
      •0•1•0•0•Updated Aug 11, 2021Aug 11, 2021

    • pruning

      Public
      Python
      •0•0•0•0•Updated Nov 9, 2020Nov 9, 2020

    • pytorch_training

      Public
      Python
      •0•0•0•0•Updated Nov 9, 2020Nov 9, 2020

    • muppet

      Public
      Python
      •1•2•0•0•Updated Nov 9, 2020Nov 9, 2020

    • caffe_fpga

      Public
      FPGA integration into Caffe
      C++
      •
      Other
      •2•6•1•0•Updated Nov 6, 2020Nov 6, 2020