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NTUA-Edge-Robotics

Benchmarking Real-time Image Processing for Offloading at the Edge

This organization contains the code that was used and the data that was produced for the paper "Benchmarking Real-time Image Processing for Offloading at the Edge".

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Citation

O. Brochu, D. Spatharakis, D. Dechouniotis, A. Leivadeas and S. Papavassiliou, "Benchmarking Real-time Image Processing for Offloading at the Edge," 2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2022, pp. 90-93, doi: 10.1109/MeditCom55741.2022.9928643.

@INPROCEEDINGS{9928643,
  author = {Brochu, Olivier and Spatharakis, Dimitrios and Dechouniotis, Dimitrios and Leivadeas, Aris and Papavassiliou, Symeon},
  booktitle = {2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)},
  title = {Benchmarking Real-time Image Processing for OffLoading at the Edge},
  year = {2022},
  volume = {},
  number = {},
  pages = {90-93},
  doi = {10.1109/MeditCom55741.2022.9928643}
 }

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  1. YoloAccuracy YoloAccuracy Public

    Benchmark the accuracy of YOLOv5 using libjxl.

    Python

  2. JxlBenchmark JxlBenchmark Public

    Visualize the bitrate and encoding speed of libjxl with data following the benchmark_xl format.

    Python

  3. YoloProcessing YoloProcessing Public

    Benchmark the inference speed of YOLOv5 using parallel and linear processing.

    Python

  4. BenchmarkingData BenchmarkingData Public

    The primary data of the paper "Benchmarking Real-time Image Processing for Offloading at the Edge".

Repositories

Showing 5 of 5 repositories
  • JxlBenchmark Public

    Visualize the bitrate and encoding speed of libjxl with data following the benchmark_xl format.

    NTUA-Edge-Robotics/JxlBenchmark’s past year of commit activity
    Python 0 0 0 0 Updated Oct 16, 2023
  • BenchmarkingData Public

    The primary data of the paper "Benchmarking Real-time Image Processing for Offloading at the Edge".

    NTUA-Edge-Robotics/BenchmarkingData’s past year of commit activity
    0 0 0 0 Updated Jun 9, 2023
  • .github Public
    NTUA-Edge-Robotics/.github’s past year of commit activity
    0 0 0 0 Updated Dec 5, 2022
  • YoloAccuracy Public

    Benchmark the accuracy of YOLOv5 using libjxl.

    NTUA-Edge-Robotics/YoloAccuracy’s past year of commit activity
    Python 0 0 0 0 Updated Sep 19, 2022
  • YoloProcessing Public

    Benchmark the inference speed of YOLOv5 using parallel and linear processing.

    NTUA-Edge-Robotics/YoloProcessing’s past year of commit activity
    Python 0 0 0 0 Updated Sep 19, 2022

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