GitHub topics: edge-machine-learning
microsoft/EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Language: C++ - Size: 78.5 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 1,621 - Forks: 378
Bisonai/awesome-edge-machine-learning
A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
Language: Python - Size: 135 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 261 - Forks: 50
Bisonai/mobilenetv3-tensorflow
Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
Language: Python - Size: 31.3 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 228 - Forks: 81
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 visit the project's webpage.
Language: Python - Size: 7.05 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 7
cedrickchee/pytorch-mobile-kit
PyTorch Mobile starter kit.
Language: Java - Size: 181 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2
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
Language: Python - Size: 2.65 MB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 50 - Forks: 20
natmlx/mobilenet-v2-unity
Realtime image classification in Unity Engine.
Language: C# - Size: 2.92 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 1
Bisonai/edgebenchmark
Measure the speed of your machine learning models on real devices!
Language: Python - Size: 41 KB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 0
Bisonai/flutter-machine-learning-security
Protect your Machine Learning model in your Flutter application.
Language: C++ - Size: 890 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0
lucastsutsui/EmbML
A tool to support using classification models in low-power and microcontroller-based embedded systems.
Language: Python - Size: 178 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 1
Bisonai/ncnn Fork of Tencent/ncnn
Modified inference engine for quantized convolution using product quantization
Language: C++ - Size: 7.96 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
RAIVNLab/STR
Soft Threshold Weight Reparameterization for Learnable Sparsity
Language: Python - Size: 63.5 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 11
Bisonai/quantized-mobilenetv3-mnist-android
Android application recognizing digits using quantized 8-bit MobileNetV3.
Language: Java - Size: 3.26 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 6
UW-CIA/Models_at_edge
Running VAEs on mobile and IOT devices using TFLite.
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
justinbt1/Eat-Prey-Lock
Project investigating if we can detect if a cat has prey and lock cat flap if so, using Raspberry Pi 4 with noir cam and PIR sensor, Jetson Nano with Tensorflow for ML edge compute and AWS.,
Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
