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    29 repositories

    • annette

      Public
      A DNN inference latency prediction toolkit for latency on edge devices: ANNETTE - Accurate Neural Network Execution Time Estimation
      Jupyter Notebook
      •
      Apache License 2.0
      •5•4•1•0•Updated Dec 3, 2024Dec 3, 2024

    • inference_modules

      Public
      Python
      •1•4•2•0•Updated Oct 17, 2024Oct 17, 2024

    • synagen

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated May 29, 2024May 29, 2024

    • mmdnn-graph-utils

      Public
      Python
      •
      Apache License 2.0
      •1•0•1•0•Updated Feb 21, 2024Feb 21, 2024

    • webpage

      Public
      JavaScript
      •
      MIT License
      •4•1•0•0•Updated Dec 13, 2023Dec 13, 2023

    • ICCAD-TinyML2023-1st-Place

      Public
      C
      •
      Apache License 2.0
      •2•6•0•0•Updated Nov 14, 2023Nov 14, 2023

    • FastQATforPOTRescaler

      Public
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Nov 13, 2023Nov 13, 2023

    • powerutils

      Public
      Python
      •0•2•1•0•Updated Nov 17, 2022Nov 17, 2022

    • blackthorn

      Public
      Blackthorn latency estimation tool for neural networks
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 7, 2022Sep 7, 2022

    • Guides

      Public
      Small Guides for EML
      0•0•0•0•Updated Jan 20, 2022Jan 20, 2022

    • eml-mobile-photo-app

      Public
      A mobile phone application for applying detection networks on captured fotos and camera streams
      Java
      •
      Apache License 2.0
      •2•4•0•0•Updated Jan 5, 2022Jan 5, 2022

    • hwmodule-tf2oda-nvidia

      Public
      Inference of Tensorflow 2 Object Detection API models on NVIDIA devices like Jetson Nano, TX2 and Xavier
      Shell
      •
      Apache License 2.0
      •0•1•2•0•Updated Jan 5, 2022Jan 5, 2022

    • hwmodule-automl-efficientdet-server

      Public
      Training and Inference of AutoML EfficientDet on a Linux server
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 14, 2021Dec 14, 2021

    • hwmodule-tf2oda-server

      Public
      Training and inference of Tensorflow 2 Object Detection API Models on a Linux server
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 14, 2021Dec 14, 2021

    • hwmodule-ultralytics-yolov3-server

      Public
      Training and Inference of Ultralytics YoloV3 on a Linux Server with interfaces to EML Tools
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 14, 2021Dec 14, 2021

    • hwmodule-ultralytics-yolov5-server

      Public
      Hardware module for EML Tools for setting up YoloV5 for training on a Linux server.
      Shell
      •
      Apache License 2.0
      •1•0•0•0•Updated Dec 13, 2021Dec 13, 2021

    • eml-tools

      Public
      Collection of tools for data processing, training, inference and evaluation for the EML Process
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Dec 8, 2021Dec 8, 2021

    • hwmodule-tf2oda-vscserver

      Public
      Training and Inference of TF2 Object Detection Models on Vienna Scientific Cluster
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 8, 2021Dec 8, 2021

    • hwmodule-ultralytics-yolov5-nvidia

      Public
      Inference of Ultralytics YoloV5 on NVIDIA devices Jetson Nano, TX2 and Xavier
      Python
      •
      Apache License 2.0
      •1•0•2•0•Updated Dec 8, 2021Dec 8, 2021

    • hwmodule-automl-efficientdet-openvino

      Public
      Inference of AutoML EfficientDet in OpenVino
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 8, 2021Dec 8, 2021

    • hwmodule-ultralytics-yolov5-openvino

      Public
      This is a repository containing a workflow for the conversion of Yolov3 and Yolov5 from Pytorch to Openvino over ONNX and bounding box evaluation of the network
      Shell
      •
      Apache License 2.0
      •0•6•0•0•Updated Dec 7, 2021Dec 7, 2021

    • hwmodule-ultralytics-yolov3-openvino

      Public
      This is a repository containing a workflow for the conversion of Yolov3 from Ultralytics Pytorch to Openvino over ONNX and bounding box evaluation of the network
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 7, 2021Dec 7, 2021

    • hwmodule-tf2oda-openvino

      Public
      Tensorflow Object Detection API on OpenVino
      Shell
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 7, 2021Dec 7, 2021

    • scripts-and-guides

      Public archive
      deep-neural-networksdeep-learningguidesembedded-aiembedded-machine-learning
      Python
      •
      MIT License
      •6•4•7•0•Updated Dec 2, 2021Dec 2, 2021

    • eml-tools-samples

      Public
      Sample projects for the scripts-and-guides repository
      Batchfile
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 17, 2021Oct 17, 2021

    • MobileNetV3-Segmentation-Keras

      Public
      Python
      •1•1•0•0•Updated Jun 28, 2021Jun 28, 2021

    • ShuntConnector

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Jun 28, 2021Jun 28, 2021

    • ragweed-drone-detection

      Public
      Project to develop a ragweed detection algorithm for drones.
      Apache License 2.0
      •0•0•0•0•Updated May 18, 2021May 18, 2021

    • squeezenas_train

      Public
      Training/Evaluation of SqueezeNAS models on RailSem19 dataset
      Python
      •
      MIT License
      •1•4•3•0•Updated Feb 3, 2021Feb 3, 2021