tiny-ml

There are 0 repository under tiny-ml topic.

• wangxb96 / Awesome-AI-on-the-Edge

  Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"

  data-preprocessingedge-aiedge-computingefficient-algorithmmachine-learningmodel-accelerationmodel-compressionmodel-inferencetiny-mlawesome-listdeep-learningmodel-deploymentmodel-design
  42

• illidanlab / SplitMix

  [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time

  federated-learningtiny-mlrobustnessiclr2022personalizationslimmable-networkspytorchheterofl
  Language:Python 39

• aallan / benchmarking-ml-on-the-edge

  Benchmarking machine learning inferencing on embedded hardware.

  benchmarkbenchmarking-frameworkcoral-tpujetson-nanomachine-learningmovidiusraspberry-pitiny-mlsmall-ai
  Language:Python 19

• breuderink / epsilon

  Epsilon is a library with functions for machine learning and statistics written in plain C. It is intended to run on microcontrollers.

  cembeddedminimalmachine-learningalgorithmsedge-aitiny-mlfwhtwelfordmicrocontrollersstatisticsxorshift
  Language:C 5

• 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

• suburban-daredevil / Smart-Mask-Enforcement-System

  A Smart Mask Enforcement System using Multitenant Cascading Architecture in TinyML

  arduinocascading-architecturedeep-learningmulti-tenancytensorflowtensorflow-lite-microtensotflow-litetiny-ml
  Language:C++ 1

• breuderink / kernel-passive-aggressive

  Tiny implementation of kernel passive-aggressive regression on a budget in C.

  artificial-intelligencemachine-learningonline-learningregressionsupport-vector-machinestiny-ml
  Language:C

• edgeimpulse / firmware-infineon-cy8ckit-062-ble

  The official Edge Impulse firmware for PSoC63 (CY8CKIT-062-BLE)

  edge-aiedge-impulseedge-impulse-firmwareinfineoniotmachine-learningmltiny-ml
  Language:C

• lucianobajr / my-replenisher

  Practical work developed for the subject internet of things/embedded systems. My Replenisher is a complete end-to-end application, ranging from TinyMl with arduino nano 33 ble, communication with ESP32 to a mobile application that embodies the entire final scope.

  arduino-nano-33-blearduino-nano-33-ble-senseesp32iottiny-mlesp32-arduino-ble-communication
  Language:TypeScript