Ekhao
PhD Student at the Technical University of Denmark. Researching Resource Constrained Machine Learning.
Technical University of DenmarkKongens Lyngby, Denmark
Pinned Repositories
ACACES-Poster-Abstract
My poster abstract for my 2023 participation in ACACES
AdvancedComputerArchitecture-ArchitecturesForMachineLearning
Materials for a lecture on machine learning computing architecture
AppliedStatisticsProject
A project for the DTU Course 02935 - Introduction to Applied Statistics for PhD Students at DTU
CPUvsGPUvsTPUInferenceTiming
A jupyter notebook meant to be run in google colab to showcase inference time differences between a CPU, a GPU and a TPU.
DataAwareNeuralArchitectureSearch
A proof of concept implementation of a Data Aware Neural Architecture Search.
ToyADMOSTinyAutoencoder
A tiny predictive maintenance model for the ToyADMOS dataset based on a convolutional autoencoder
cs249r_book
Collaborative book Machine Learning Systems
Wake_Vision
The code used to generate the Wake Vision dataset for person detection
taint
Thesis code
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Ekhao's Repositories
Ekhao/DataAwareNeuralArchitectureSearch
A proof of concept implementation of a Data Aware Neural Architecture Search.
Ekhao/ToyADMOSTinyAutoencoder
A tiny predictive maintenance model for the ToyADMOS dataset based on a convolutional autoencoder
Ekhao/ACACES-Poster-Abstract
My poster abstract for my 2023 participation in ACACES
Ekhao/AdvancedComputerArchitecture-ArchitecturesForMachineLearning
Materials for a lecture on machine learning computing architecture
Ekhao/AppliedStatisticsProject
A project for the DTU Course 02935 - Introduction to Applied Statistics for PhD Students at DTU
Ekhao/CPUvsGPUvsTPUInferenceTiming
A jupyter notebook meant to be run in google colab to showcase inference time differences between a CPU, a GPU and a TPU.
Ekhao/cs249r_book
Collaborative book for CS249r: Tiny Machine Learning
Ekhao/EmjnWebsite
My DTU website on "http://people.compute.dtu.dk/emjn/"
Ekhao/EnergyHarvestingTinyMlStudent
A LaTeX document for a student project description on tinyML with energy harvesting systems
Ekhao/GCCS
Project description for a student project to implement a Generic Clock Cycle Simulator (GCCS)
Ekhao/LocalVsCloudEnergyConsumptionTinyMLStudent
A LaTeX document for a student project description on comparing processing of machine learning locally on embedded devices versus in the cloud.
Ekhao/OpenImagesV7SplitDownload
A repository to store download .tsv files (train 1-8) for open images split into several files for faster transfer speeds.
Ekhao/TensorFlowLiteMicroPowerMeasurement
A repository for an Arduino Sketch used for measuring the power consumption of machine learning inference using TensorFlow Lite Micro