Lennart Heim's repositories
qnap-nextcloud
docker compose file for setting up a nextcloud instance with postgres on arm32v7 qnap.
TFLM_mbed-benchmark-project_cmsis-nn
A Tensorflow Lite Micro mbed project for benchmarking Tensorflow Lite models. This repo includes the optimized cmsis-nn kernels. Based on TF v2.2.0.
CPGAI-Figures
Repository for the figures of "Computing Power and the Governance of AI".
hostapd-config-test
script to test different hostapd configs and their performance
meta-tflite
Yocto recipe for Tensorflow Lite 2.1
TFLM-Evaluation
This repository contains the data and analysis-, evaluation- and plotting scripts for the paper "Measuring what Really Matters: Optimizing Neural Networks for TinyML".
TFLM-Models
This repository contains the evaluated neural networks - visualized and as a Keras file.
TFLM-Toolchain
A lightweight and portable toolchain that allows to systematically quantify, optimize, and analyze NNs (at layer granularity) by using TensorFlow (+Lite, +Lite Micro) and ARM Mbed OS.
TFLM_mbed-benchmark-project
A Tensorflow Lite Micro mbed project for benchmarking Tensorflow Lite models.
docker-nodeRed-pi
dockerfile based on node-red-docker including wiringpi and more nodered packages customised for RPi
AD7200-measurement
Script for performance measurement of 802.11ad (60 GHz WiFi) with the Talon AD7200
audio-crossover-ITA
audio crossover pcb design using kicad.
gustatometer-psychopy-communicator
ESP8266 project to enable a communication link between a gustatometer and PsychoPy
monthly-review
A markdown template for my monthly review.
PsychoPy-Labchart-merge
script to merge psychopy and labchart output + ledalab batch analysis
roam2github-actions
Repository for running the GitHub actions to backup my personal Roam Research (https://roamresearch.com/) graph.
weekly-review
A markdown template for my weekly review.