Bernard Ngabonziza

10 Projects4 Followers7 Following
Contact
Joined

November 2022

Projects
Deploying LLMs on edge devices and getting started with large language models optimization/natural language processing.
Getting started with LLMs and its on-device deployment
52
Optimizing Machine Learning models developed with Edge Impulse to boost Inference performance on RzBoard.
ML model Optimization with Edge Impulse on RzBoard
296
Develop Machine learning models using Edge Impulse, and deploy them on MaaxBoard 8LP as a WebAssembly module, for fast web-inference.
Build ML model on Edge Impulse and run it on MaaXBoard-8ULP
221
Build your Yocto Image and integrate it with FreeRTOS on RzBoard for real time detection ML Apps.
Build an RzBoard Yocto Image integrated with FreeRTOS
196
This system illustrates a fast boot real-time inference at the edge by integrating Linux with RTOS on Avnet's RzBoard.
AI Apps Integrating Linux with RTOS for Real Time Detection
1.5K
In this project, we show different ways you can set up RzBoard, working either from a Linux host or a windows Host.
Setting up RzBoard Yocto Image From a Windows/Linux Host
139
Building your own yocto image to be run on RzBoard and network boot it from a Linux host.
Build your yocto image for RzBoard and Network boot it
960
Running embedded Machine Learning on RzBoard: Train a Machine learning Model on edge impulse and Deploy it on RzBoard as DRP-AI library.
Train & Deploy ML Model on RzBoard with Edge-Impulse
609
Products3+ Add products
Camera Module
0 projects
RZBoard V2L
7 projects
RZBoard V2L
7 projects
Channels5+ Add channels
Machine Learning & AI
Top 10% Contributor
Github
Member
Linux
Member
Security
Member