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@ICIdsl

Intelligent Digital Systems Lab (Imperial College London)

iDSL focuses on the design of high-performance and energy-efficient digital systems targeting mainly the areas of machine learning and computer vision.

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  1. caffe_fpga caffe_fpga Public

    FPGA integration into Caffe

    C++ 6 2

  2. satay satay Public

    Forked from AlexMontgomerie/satay

    Python 6 1

  3. smof smof Public

    Forked from ptoupas/smof

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

    4 1

  4. performance_modelling performance_modelling Public

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

    Python 3

  5. fpgaconvnet-website fpgaconvnet-website Public

    Forked from AlexMontgomerie/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) accelerator…

    HTML 3

  6. muppet muppet Public

    Python 2 1

Repositories

Showing 10 of 14 repositories
  • smof Public Forked from ptoupas/smof

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

    ICIdsl/smof’s past year of commit activity
    4 GPL-3.0 2 0 0 Updated Mar 27, 2024
  • satay Public Forked from AlexMontgomerie/satay
    ICIdsl/satay’s past year of commit activity
    Python 6 2 0 0 Updated Oct 26, 2023
  • harflow3d Public Forked from ptoupas/harflow3d

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

    ICIdsl/harflow3d’s past year of commit activity
    Shell 1 GPL-3.0 1 0 0 Updated Sep 5, 2023
  • amd-open-hardware-23 Public Forked from ptoupas/amd-open-hardware-23

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

    ICIdsl/amd-open-hardware-23’s past year of commit activity
    Python 0 GPL-3.0 7 0 0 Updated Sep 5, 2023
  • fpgaconvnet-website Public Forked from AlexMontgomerie/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.

    ICIdsl/fpgaconvnet-website’s past year of commit activity
    HTML 3 1 0 0 Updated Sep 4, 2023
  • autoprune_wrapper Public
    ICIdsl/autoprune_wrapper’s past year of commit activity
    Python 1 0 0 0 Updated Dec 21, 2021
  • autoprune Public
    ICIdsl/autoprune’s past year of commit activity
    Python 1 0 0 0 Updated Dec 21, 2021
  • performance_modelling Public

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

    ICIdsl/performance_modelling’s past year of commit activity
    Python 3 0 0 0 Updated Aug 13, 2021
  • perf4sight Public

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

    ICIdsl/perf4sight’s past year of commit activity
    Python 2 0 0 0 Updated Aug 13, 2021
  • pruners Public
    ICIdsl/pruners’s past year of commit activity
    Python 1 0 0 0 Updated Aug 11, 2021
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