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
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Jul 12, 2026 - Python
edge-machine-learning - 技术专题
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Here are 16 public repositories matching this topic...
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
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May 20, 2024 - C++
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
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Feb 23, 2023 - Python
Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
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Jun 29, 2019 - Python
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
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Feb 15, 2023 - Python
Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker
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Apr 13, 2026 - Python
SKaiNET makes local AI practical for developers: simple to build with, multiplatform by design, and optimized for native performance without compromises.
kotlin deep-neural-networks ai deep-learning ml edge-computing edge-machine-learning kotlin-multiplatform edge-deep-learning
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Jul 13, 2026 - Kotlin
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
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Sep 22, 2023 - Python
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
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Apr 5, 2023 - Python
Android application recognizing digits using quantized 8-bit MobileNetV3.
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Jul 24, 2019 - Java
Realtime image classification in Unity Engine.
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Aug 11, 2023 - C#
Measure the speed of your machine learning models on real devices!
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Jun 10, 2021 - Python
PyTorch Mobile starter kit.
react-native sdk computer-vision ios-app starter-kit android-app resnext edge-machine-learning mobilenet-v2 pytorch-mobile torchscript
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Dec 4, 2021 - Java
Protect your Machine Learning model in your Flutter application.
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Jul 1, 2022 - C++
Modified inference engine for quantized convolution using product quantization
quantization product-quantization edge-machine-learning inference-optimization mobile-deep-learning inference-acceleration
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Jul 1, 2022 - C++
Running VAEs on mobile and IOT devices using TFLite.
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Jun 16, 2021 - Jupyter Notebook