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harvard-edge /cs249r_book

Introduction to Machine Learning Systems

machine-learning deep-learning artificial-intelligence textbook courseware computer-systems edge-machine-learning machine-learning-systems tinyml cloud-ml embedded-ml mobile-ml

UpdatedNov 5, 2025
Python

microsoft /EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

microsoft classifier machine-learning deep-learning cpp tensorflow sensor machine-learning-algorithms pytorch bonsai iot-device edge-computing edge-devices edge-machine-learning resource-constrained-ml microsoft-research emi-rnn protonn fastgrnn fastrnn

UpdatedMay 20, 2024
C++

Bisonai /awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

iot edge awesome-list pruning quantization auto-ml edge-machine-learning federated-learning embedded-machine-learning mobile-machine-learning efficient-architectures edge-deep-learning

UpdatedFeb 23, 2023
Python

Bisonai /mobilenetv3-tensorflow

Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.

tensorflow mobilenet edge-machine-learning mobile-deep-learning tensorflow-keras mobilenetv3

UpdatedJun 29, 2019
Python

RAIVNLab /STR

Soft Threshold Weight Reparameterization for Learnable Sparsity

sparsity cnn imagenet str icml efficient-inference soft-thresholding edge-machine-learning sparsity-optimization resource-efficient icml-2020 learnable-sparsity icml2020 soft-threshold-reparameterization

UpdatedFeb 15, 2023
Python

aws-samples /amazon-sagemaker-edge-defect-detection-computer-vision

Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker

aws machine-learning ai computer-vision ml edge-machine-learning sagemaker

UpdatedJun 17, 2025
Python

rpipico_digit_classification

code2k13 /rpipico_digit_classification

Identification of handwritten digit from images taken by a OV7670 camera module connected to a Raspberry Pi Pico and a 120x160 TFT LCD display. The Pi Pico running CircuitPython handles everything from image acquisition to post-processing and inference. This code is somewhat experimental, but it is fun to play with. For more information, please…

python machine-learning camera artificial-intelligence image-recognition circuitpython scikitlearn-machine-learning tft-display edge-computing ov7670 edge-machine-learning st7735r rp2040 raspberry-pi-pico

UpdatedSep 22, 2023
Python

lucastsutsui /EmbML

A tool to support using classification models in low-power and microcontroller-based embedded systems.

classifier machine-learning microcontroller microcontrollers scikit-learn embedded-systems weka iot-device edge-computing classification-model edge-machine-learning classification-models tinyml embml

UpdatedApr 5, 2023
Python

Bisonai /quantized-mobilenetv3-mnist-android

Android application recognizing digits using quantized 8-bit MobileNetV3.

android mnist quantization mobilenet edge-machine-learning tflite mobile-deep-learning mobilenetv3

UpdatedJul 24, 2019
Java

natmlx /mobilenet-v2-unity

Realtime image classification in Unity Engine.

machine-learning computer-vision unity classification edge-machine-learning

UpdatedAug 11, 2023
C#

cedrickchee /pytorch-mobile-kit

PyTorch Mobile starter kit.

react-native sdk computer-vision ios-app starter-kit android-app resnext edge-machine-learning mobilenet-v2 pytorch-mobile torchscript

UpdatedDec 4, 2021
Java

Bisonai /edgebenchmark

Measure the speed of your machine learning models on real devices!

benchmark machine-learning edge-machine-learning edge-ai mobile-machine-learning mobile-ai

UpdatedJun 10, 2021
Python

Bisonai /flutter-machine-learning-security

Protect your Machine Learning model in your Flutter application.

security xor-cipher encoder-decoder edge-machine-learning mobile-ai

UpdatedJul 1, 2022
C++

Bisonai /ncnn

Modified inference engine for quantized convolution using product quantization

quantization product-quantization edge-machine-learning inference-optimization mobile-deep-learning inference-acceleration

UpdatedJul 1, 2022
C++

UW-CIA /Models_at_edge

Running VAEs on mobile and IOT devices using TFLite.

edge-machine-learning tflite vae-implementation

UpdatedJun 16, 2021
Jupyter Notebook

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