embedded-ai

There are 9 repositories under embedded-ai topic.

• nhivp / Awesome-Embedded

  A curated list of awesome embedded programming.

  embeddedmicrocontrollerlinux-programmingrtosraspberry-pibeaglebonefreertosbootloaderoperating-systemsautosartm4c123stm32msp430tiva-c-seriesawesomeaimachine-learningembedded-aiembedded-gui
  5852

• csarron / awesome-emdl

  Embedded and mobile deep learning research resources

  deep-learningdeep-neural-networksefficient-neural-networksembedded-aiinferencemobile-aimobile-deep-learningmobile-inferenceneural-network-compressionpruningquantization
  733

• AI-performance / embedded-ai.bench

  benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.

  androidarmarm-neonartificial-intelligencebenchmarkdeep-learning-frameworkdeep-learning-inferenceembedded-aiinferenceiosmnnncnntensorflow-litetnn
  Language:Python 202

• MicroAIInc / MicroAI-Atom-ESP32

  MicroAI™ is an AI engine that can operate on low power edge and endpoint devices. It can learn the pattern of any and all time series data and can be used to detect anomalies or abnormalities, make one step ahead predictions/forecasts, and calculate the remaining life of entities (whether it is industrial machinery, small devices or the like).

  aimlmicroaitechnologyedge-computingartificial-intelligenceartificial-intelligence-algorithmsmachine-learningmachine-learning-algorithmsmicrocontrollermcuesp32edgeembedded-ai
  Language:C 8

• domenicostefani / elk-audio-AI-tutorial

  Guide to deploying neural networks in VST plugins, with a specific focus on embedded devices using the Elk Audio OS

  audio-aideep-learningembedded-aimusic-ainime
  Language:Jupyter Notebook 5

• MicroAIInc / MicroAI-Atom-RaspberryPi3

  MicroAI™ is an AI engine that can operate on low power edge and endpoint devices. It can learn the pattern of any and all time series data and can be used to detect anomalies or abnormalities, make one step ahead predictions/forecasts, and calculate the remaining life of entities (whether it is industrial machinery, small devices or the like).

  aimlmicroaitechnologyedge-computingartificial-intelligenceartificial-intelligence-algorithmsmachine-learningmachine-learning-algorithmsalgorithmsembedded-airaspberry-piraspberry-pi-3
  Language:Python 5

• uncle-TT / Obstacle-on-Blind-Sidewalks-Dataset-and-Model-by-Tensorflow-2.3

  This is an open source project on the deployment of deep learning to embedded microprocessors. The project establishes a data set for obstacle recognition of blind travel environment, and trains a simplified MoblieNet model in TensorFlow. Finally, the binary file of the model is deployed on the UNCLEO-STM32H7A3ZIT-Q development board to realize the function of obstacle detection of blind travel environment.

  tensorflowstm32h7a3embedded-aiimage-classificationmobilenet-v2
  Language:C 5

• domenicostefani / TFlite-VSTplugin-template

  JUCE Template plugins to use TensorFlow lite for deep learning inference

  embedded-audioaudio-processingembedded-ainime
  Language:C++ 4

• embedded-machine-learning / scripts-and-guides

  embedded-machine-learningdeep-learningdeep-neural-networksguidesembedded-ai
  Language:Python 4

• AI-performance / ai-performance.github.io

  web site of AI-performance. https://ai-performance.gitee.io/

  aideep-learningembedded-aiandroidiosdeep-learning-inferenceartificial-intelligence
  Language:HTML 2
• Human-Height-Measuring-Under-Low-Ultrasound-Reflection-due-to-Dense-Scalp-Hair

  chathuracns / Human-Height-Measuring-Under-Low-Ultrasound-Reflection-due-to-Dense-Scalp-Hair

  This project focuses on developing a method to measure human height using ultrasound sensors under challenging conditions caused by dense scalp hair.

  embedded-aiembedded-machine-learninghuman-computer-interaction
  Language:C++ 2

• simeonbabatunde / embedded-deep-learning-for-autonomous-vehicles

  This project focuses on the implementation of optimized Linear and DNN regression models for inter-vehicle distance prediction in a Cooperative Adaptive Cruise Control (CACC) application. It leverages Tensorflow Lite to create optimized models through quantization and pruning for realtime inferencing on Raspberry Pi and On-board Unit (OBU) of Connected Autonomous Vehicles.

  embedded-aitiny-mltensorflowliteraspberry-pi
  Language:Jupyter Notebook 2

• becauseofAI / nvidia-xavier

  Explore NVIDIA Jetson AGX Xavier.

  nvidianvidia-jetsonnvidia-xavierjetpacktensorrtdeepstreamembedded-airoboticsinferenceimage-processingvideo-analysisself-drivingmachine-learningdeep-learningartificial-intelligencecaffetensorflow
  Language:Python 1

• saivittalb / virtual-notepad

  📝 This project attempts to offer a new way to write that makes use of a specific tool that can detect the shapes you create with your hand in the air.

  arduino-nanoblecnncolab-notebookcppembedded-aimlsignal-processing
  Language:Jupyter Notebook 1

• ShwetaKiranTotla / NBIoT_NPRACH_UAD

  NPRACH UAD Neural Network implementation in Fixed point C.

  5gcdigital-signal-processingdspfixed-pointnarrow-bandnbiotneural-networksreceiverembedded-ai
  Language:C 1

• stgloorious / stm32-speech-recognition

  Speech Recognition using STM32 and Machine Learning

  edge-aiembeddedembedded-aispeech-recognitiontensorflow-litetflite
  Language:C 1

• AI-FIREBUSTERS / ICIAP_ONFIRE

  Here we present the trained model and the algorithm that let us win the ICIAP2023 ONFIRE contest

  aiartificial-intelligenceartificial-visionembedded-aifire-recognitionyolov5
  Language:Jupyter Notebook 0

• Faty2000 / wine_embedded_ai

  Predict wine quality using a deep neural network model and STM Embedded AI

  embedded-aineural-networkneural-networks-from-scratchstmstm32wine-quality
  Language:C 0

• onaly / embedded_ai_pytorch

  Transfer Learning and Embedded AI with Pytorch

  transfer-learningpytorchopencvembedded-ai
  Language:Python 0

• WiresharkIO / TinyML_4_Good

  This repository deals with the notion of applied Tiny Machine Learning and research for Good, where Good represents {Healthcare, Climate change, Security and further}.

  deep-learningembedded-aistm32tinymlmachine-learning
  Language:C 0

• IndTechSpprt / Split_inference_microcontrollers_fork

  This is the repository for my research internship with the Embedded Systems Group at TU Delft, based on Junyu Lu's master thesis - https://github.com/Eagleggs/Split_inference_microcontrollers

  distributed-systemsembedded-aiembedded-systemsnetworking
  Language:Rust