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edge-ai

Here are 48 public repositories matching this topic...

DT42 / BerryNet

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Deep learning gateway on Raspberry Pi and other edge devices

mqtt raspberry-pi iot deep-learning tensorflow tensorrt edge-computing edge-devices aiot openvino edge-ai

Updated Aug 16, 2020
Python

mit-han-lab / once-for-all

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[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

acceleration nas automl edge-ai efficient-model tinyml

Updated Aug 3, 2020
Python

Picovoice / speech-to-text-benchmark

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speech to text benchmark framework

privacy deep-neural-networks deep-learning offline voice-recognition speech-recognition speech-to-text pocketsphinx cheetah deepspeech aws-transcribe mozilla-deepspeech edge-ai google-speech-to-text picovoice

Updated Aug 13, 2020
Python

anilsathyan7 / Portrait-Segmentation

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Real-time portrait segmentation for mobile devices

android tensorflow keras deeplearning deepstream selfieapp deeplab jetson-tx2 portrait-matting opencv-dnn mobilenetv2 tensorflow-lite tensorflowjs unet-image-segmentation int8-inference edge-ai portrait-segmentation color-harmonization coral-tpu gpu-delegate

Updated Jun 27, 2020
Jupyter Notebook

neuralet

neuralet / neuralet

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Open

Knowledge Distillation for Smart Distancing

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alpha-carinae29 commented May 18, 2020

I have an idea to use knowledge distillation for each new environment and and train an environment specific models.
@mhejrati what is your idea?

Read more

RFC enhancement good first issue social distancing

Open

Generate edge-TPU compiled TF-lite from Face Mask detector model for Coral

5

Open

Generate TensorRT Engine from Face Mask detector model for Jetson

3

Find more good first issues →

jnbraun / bcnn

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A minimalist Deep Learning framework for embedded Computer Vision

arm computer-vision deep-learning gpu high-performance c99 convolutional-neural-networks embedded-vision edge-ai

Updated Dec 31, 2019
C

rcmalli / awesome-edge-ai

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A curated list of edge tools for AI applications

iot deep-learning embedded-systems awesome-list edge-ai

Updated Nov 14, 2019

mrusci / training-mixed-precision-quantized-networks

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This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.

pytorch integer-arithmetic qnn low-power-mcu quantized-neural-networks edge-ai mixed-precision-training

Updated Jun 14, 2019
Python

araobp / acoustic-features

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Acoustic features (MFSCs and MFCCs) for edge AI

tkinter truestudio cmsis-dsp dfsdm arm-cortex-m4 mems-mic x-cube-ai edge-ai

Updated Aug 6, 2020
C

ShawnHymel / tflite-speech-recognition

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Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.

raspberry-pi machine-learning neural-network tensorflow keras speech-recognition tensorflow-lite edge-ai

Updated Mar 2, 2020
Jupyter Notebook

Rishit-dagli / People-Counter-On-Edge

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Deploying a people counter application on edge with Intel OpenVino Toolkit

mqtt ai people-counter edge-computing edge-ai openvino-toolkit ffmpeg-server

Updated Jun 9, 2020
JavaScript

denilDG / people-counter-app

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People counter app is used for monitoring people at specific area.

nodejs opencv edge people-counter inference-engine pedestrian-detection people-detection openvino edge-ai

Updated Aug 1, 2020
JavaScript

denilDG / Computer-Pointer-Controller

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Computer Pointer Controller app used for control the mouse pointer by using eye and head position.

opencv ai head-pose-estimation eye-gaze openvino edge-ai computer-pointer-controller

Updated May 13, 2020
Python

Rishit-dagli / Smart-Queuing-System-On-Edge

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Deploying a Smart Queuing System on edge with Intel OpenVino Toolkit

ai python-3 edge-computing edge-ai openvino-toolkit intel-devcloud smart-queuing-system

Updated Jun 25, 2020
Jupyter Notebook

Machine-Learning-Tokyo / Edge_AI

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Resources for our Workshops on Edge AI

embedded-machine-learning edge-ai

Updated May 26, 2019

EEESlab / CMix-NN

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CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices

iot arm stm32 inference cnn cmsis stm32f4 stm32f7 arm-cortex-m7 stm32l4 edge-computing stm32h7 mixed-precision cmsis-nn arm-cortex-m4 quantized-neural-networks edge-ai tinyml

Updated Mar 19, 2020
C

mmphego / Udacity-EdgeAI

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Content for Udacity's Intel® Edge AI for IoT Developers nanodegree

opencv iot udacity-nanodegree edge-iot openvino edge-ai intel-openvino

Updated Jul 22, 2020
Jupyter Notebook

mdfazal / Computer-Pointer-Controller

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Computer Pointer Controller app used for controlling the mouse pointer by using eye and head position.

opencv ai intel head-pose-estimation eye-gaze openvino edge-ai computer-pointer-controller udacity-intel-ai-iot-developers

Updated May 28, 2020
Python

MrinmoiHossain / Udacity-Intel-Edge-AI-for-IoT-Developers-Nanodegree

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Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise.

optimization intel face-detection inference-engine openvino edge-ai model-optimization intel-devcloud

Updated Jul 28, 2020
Jupyter Notebook

sthanhng / jetson-nano-devkit

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This repository contains the scripts I use to setup the development environment on the NVIDIA Jetson Nano

deep-learning edge-ai jetson-nano

Updated May 30, 2019
Python

mmphego / people-counter-openvino-edgeai-project

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People Counter app for the Udacity Intel Edge AI Nanodegree

mqtt opencv people-counter openvino edge-ai intel-openvino openvino-toolkit ffmpeg-server

Updated Jul 21, 2020
Python

bandofpv / Reading_Eye_For_The_Blind

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Allows the reading impaired to hear both printed and handwritten text by converting recognized sentences into synthesized speech. Tutorial:

opencv machine-learning google computer-vision tensorflow nvidia edge-ai

Updated Feb 18, 2020
Python

hav4ik / eyesight

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A python framework for designing high-performance Computer Vision pipelines at the Edge. Supports Coral Edge TPU, Raspberry Pi Camera, and more.

computer-vision edge-computing edge-ai edgetpu on-device-ai

Updated Aug 20, 2020
Python

Jay9z / Tensorrt-examples

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tensorrt from tensorflow model

tensorflow inference tensorrt edge-ai

Updated Dec 8, 2019
Python

martin-fabbri / edge-ai

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AI Edge Projects

opencv object-detection human-pose-estimation object-recognition openvino edge-ai openvino-toolkit

Updated Mar 30, 2020
Jupyter Notebook

bhadreshpsavani / EyeExerciseApp

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An AI-based Eye Excercise Application

machine-learning computer-vision python3 face-detection edge-ai openvino-toolkit openvino-inference-engine openvino-models

Updated Aug 13, 2020
Python

ObinnaIheanachor / People-Counter-Web-App

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People Counter app for the Udacity Intel Edge AI Nanodegree

python opencv webapp udacity-nanodegree people-counter edge-ai openvino-toolkit

Updated Jul 29, 2020
JavaScript

ankitvashisht12 / mouse-pointer-controller

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Computer mouse pointer controller via Eye gaze using Edge AI

opencv computer-vision edge-ai intel-openvino

Updated Jun 23, 2020
Python

echatzidaki / People_Counter_App

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The people counter application is a smart video IoT solution, using Intel® hardware and software tools. The app detects people in a designated area, providing the number of people in the frame, average duration of people in frame, and total count.

mqtt opencv python3 iot-application edge-ai openvino-toolkit intel-distribution ffmpeg-server

Updated Aug 2, 2020
JavaScript

cartesiam / neai_ukulele_tutorial

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machine-learning stm32 ml mbed lsm6dsl vibrational-analysis edge-ai cartesiam nanoedge

Updated Jun 11, 2020
C

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