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duncant0417's Projects

ardupilot icon ardupilot

Emlid's port of ArduPilot for Navio/Navio+/Navio2.

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

fadnet icon fadnet

Deep Federated Learning for Autonomous Driving

federated-learning-pytorch icon federated-learning-pytorch

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided

jetracer icon jetracer

An autonomous AI racecar using NVIDIA Jetson Nano

navio2 icon navio2

C++ and Python sensor examples for developers

openfl icon openfl

An open framework for Federated Learning.

opt3002_driver icon opt3002_driver

Arduino library for controlling the Texas Instruments OPT3002 light-to-digital sensor

pfl-non-iid icon pfl-non-iid

Personalized federated learning simulation platform with Non-IID and unbalanced dataset

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