Topic: "tiny-ml"
wangxb96/Awesome-EdgeAI
Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"
Size: 3.64 MB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 82 - Forks: 7
illidanlab/SplitMix
[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
Language: Python - Size: 648 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 25 - Forks: 8
aallan/benchmarking-ml-on-the-edge
Benchmarking machine learning inferencing on embedded hardware.
Language: Python - Size: 263 MB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 23 - Forks: 1
breuderink/epsilon
Epsilon is a library with functions for machine learning and statistics written in plain C. It is intended to run on microcontrollers.
Language: C - Size: 1.83 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
nk-kotsomitis/Ingenuity
Ingenuity is an optimized inference engine and benchmarking tool for TinyML models on embedded IoT devices.
Language: Python - Size: 2.87 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
azuregray/ODIA-Agentic-Interface
An On-Device completely offline personal AI Agent that has both user interface and an always-active kernel-level interface that can interact with the programs you write and the apps you run.
Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
suburban-daredevil/Smart-Mask-Enforcement-System
A Smart Mask Enforcement System using Multitenant Cascading Architecture in TinyML
Language: C++ - Size: 599 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
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.
Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
edgeimpulse/firmware-infineon-cy8ckit-062-ble
The official Edge Impulse firmware for PSoC63 (CY8CKIT-062-BLE)
Language: C - Size: 30.9 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
undefined-rainy-storm/embedded-raspi-tinyml
Embedded Software: Running machine learning models on Raspberry Pi
Language: Jupyter Notebook - Size: 7.42 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1
Teapack1/Sunbox_ML_v2
A fully embedded light temperature control system capable of matching real-world sunlight color using artificial tunable white LEDs. Utilizes onboard tiny ML with Tensorflow lite regression models. Designed for use as photographic softbox lights, it provides precise lighting that match the natural sunlight.
Language: Jupyter Notebook - Size: 4.42 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
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.
Language: TypeScript - Size: 1.68 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
breuderink/kernel-passive-aggressive 📦
Tiny implementation of kernel passive-aggressive regression on a budget in C.
Language: C - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0