AnderssonPeter/YoloRest

Contains a service that allows you to run ultralytics yolo on your cpu(not recommended) or coral tpu the api has the same request and response as deepstack, this enables the usage with frigate.

Language: Python - Size: 42 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

galliot-us/neuralet

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

Language: Python - Size: 21.3 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 241 - Forks: 71

KyleGospo/gasket-dkms Fork of google/gasket-driver

Google Coral TPU DKMS Driver package for Fedora, RHEL, OpenSUSE, and OpenMandriva

Language: C - Size: 331 KB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 20 - Forks: 6

just5ky/edgetpu-exporter Fork of adaptant-labs/edgetpu-exporter

Prometheus Exporter for EdgeTPU Metrics

Language: Go - Size: 125 KB - Last synced at: 1 day ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

baudneo/zomi-server

FastAPI ML server designed for ZoneMinder (zomi-client)

Language: Python - Size: 553 KB - Last synced at: 14 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 3

nathanrooy/rpi-urban-mobility-tracker

The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.

Language: Jupyter Notebook - Size: 197 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 126 - Forks: 37

DAVIDNYARKO123/edge-tpu-silva

Streamlining the process for seamless execution of PyCoral in running TensorFlow Lite models on an Edge TPU USB.

Language: Python - Size: 24.7 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 3

maximecharriere/AIDrivenAutonomousCar

Bachelor Thesis. This work consists of designing a miniature autonomous car that can follow a road, detect signalisations and obstacles.

Language: Python - Size: 1.37 GB - Last synced at: 17 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 2

TheNoobInventor/pi5-frigate-coral-tpu-pcie-nvme-ssd

Setup Frigate NVR on a Raspberry Pi 5 with Geekworm's X1004 Dual NVMe SSD shield. Each slot supports an M.2 NVMe SSD 2280 in length. One slot is fitted with the Google Coral Edge TPU M.2 PCIe for object detection in Frigate while the other has an NVMe SSD for storing the Frigate snapshots and recordings.

Language: Shell - Size: 62.5 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

galliot-us/smart-social-distancing

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

Language: Python - Size: 41.7 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 141 - Forks: 39

anilsathyan7/Portrait-Segmentation

Real-time portrait segmentation for mobile devices

Language: Jupyter Notebook - Size: 495 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 645 - Forks: 135

aallan/benchmarking-ml-on-the-edge

Benchmarking machine learning inferencing on embedded hardware.

Language: Python - Size: 263 MB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 23 - Forks: 1

DHBW-Smart-Rollerz/object_detection

Object Detection for the smarty project

Language: Python - Size: 23.4 KB - Last synced at: 12 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

fr4nk3n5731n/alpine-coral-tpu

coral TPU gasket and apex driver modules for Alpine

Language: Dockerfile - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

Schweem/Coral-Virtual-Cam

Experiments with the google coral edge TPU. Using image segmentation to create a greenscreen virtual cam for OBS

Language: Python - Size: 24.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

galliot-us/models

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

Language: PureBasic - Size: 186 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 6

TannerGilbert/Google-Coral-Edge-TPU 📦

Use the Google Coral USB Accelerator for deep learning.

Language: Jupyter Notebook - Size: 102 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 22 - Forks: 4

CLFML/Face_Detector.Cpp

Face detector using the BlazeFace Mediapipe model (with both CPU and TPU delegates) written in C++

Language: C++ - Size: 1.49 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

jiteshsaini/model_garden

Performance testing of 24 Machine Learning models on Raspberry Pi using TensorFlow Lite and Google Coral USB Accelerator

Language: Python - Size: 85.9 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 21 - Forks: 7

redlogo/RPi-Stream

High FPS live stream Raspberry Pi cam with object detection by Google Coral EdgeTPU

Language: Python - Size: 4.34 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Bastian1110/coral-edge-tpu-becnhmark

This is just a simple repo to test how Coral AI Edge TPU performs on different computers.

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

balena-io-examples/coral-streaming-object-detector

This example will help you deploy a streaming camera feed with realtime people detection using the Coral Edge TPU for on-device ML inferencing.

Language: Python - Size: 19.5 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 31 - Forks: 11

IQTLabs/Teachable-Camera-Hardware 📦

Hardware used for the Teachable Camera project

Size: 111 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Piorosen/CMake-CoralTPU-Tutorial

for your coral board and usb accelerator

Language: C++ - Size: 2.26 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

weltenwort/frigate-synology-dsm7

Dockerfile and docker-compose file to enable google coral USB accelerators in containers on Synology DSM 7

Language: Dockerfile - Size: 68.4 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 108 - Forks: 18

IQTLabs/Teachable-Camera 📦

Object detection at the edge, with Google's Coral dev board

Language: Python - Size: 10.1 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 2

goruck/edge-tpu-train

Use the TensorFlow Object Detection API to train models for the Google Coral Edge TPU.

Language: Python - Size: 31.3 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 10

shaunmulligan/radr

An AI powered rear facing radar for your bike. Instead of using mmWave radar tech, this project uses an inexpensive raspberry pi zero 2, a camera and Coral.ai TPU accelerator to detect objects behind you.

Language: Python - Size: 13.7 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

jaykay0408/dmcar-new

Language: Python - Size: 28.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

adamp87/pigeon

Pigeon Repellent with Artificial Intelligence

Language: Python - Size: 305 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rjean/tracker

Real-Time Tracking Turret project using the Coral Edge TPU and mobile-net SSD.

Language: Python - Size: 11.8 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

hopkira/coral-dalek

Raspberry Pi and Coral TPU based Dalek automation - enables the Dalek to recognise friends and foes and either welcome or shout at them. Includes convincing dalek voice and integrates with dome and iris lights and servo to provide additional scares...

Language: Python - Size: 26.7 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

deepan19/WheatDetection_EdgeTPU

Wheat Detection + Edge Device for Agrobot

Language: Python - Size: 9.27 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

McBuggyB/Budget_diffusion

Basic Text2Image generation using a CNN designed for a coral tpu

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

xeonqq/co-pilot

Machine Learning Based Real-Time Traffic Light Alert on Your Car with Raspberrypi

Language: Python - Size: 66.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 20 - Forks: 5

adhiiisetiawan/optimization-EdgeTPU

This repository contains experiments optimization on EdgeTPU

Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

poweredgenl/smarthome

Smarthome repo with json files from Home Assistant as well as the setup outline.

Language: Shell - Size: 637 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

magic-blue-smoke/Dual-Edge-TPU-Adapter

Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot

Size: 987 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 200 - Forks: 2

darshpanchal/edgetpu-face-recognition

Face Recognition using Coral USB Accelerator, Flask and SocketIO.

Language: Python - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

michaelwnau/coral_reef

A framework to make Google Coral hardware easier to install, manage, develop, test, and deploy.

Language: Python - Size: 27.3 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

myPocketKitchen/PK-FoodDetector

Pocket Kitchen | Custom TensorFlow object detection for food items with Raspberry Pi, HD Camera and Coral TPU

Language: Python - Size: 32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mikaelvesavuori/tensorflow-object-detection-retraining-coral-usb-support 📦

Retrain an existing COCO model, and output it with Tensorflow Lite. Shows how to do quantization so you can use it with for example Coral USB Accelerator.

Language: Jupyter Notebook - Size: 52.7 KB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

ozoid/raspberrypi_vision

Coral TPU, Haar, AprilTag, Caffe, Object Detection with ROS publisher and Flask MJpeg Stream

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

gnometsunami/coral-container

Containerized Coral Demo

Language: Dockerfile - Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

dig9/coral_rpi4_ubuntu22

guide for using google coral usb on ubuntu 22.04 & Raspberry pi4

Language: C++ - Size: 49.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

robrohan/coral-tpu-docker-example 📦

A very basic example of using a Coral TPU from within a docker container

Language: Python - Size: 3.28 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

waterviewsrl/swiss-army-keras Fork of yingkaisha/keras-unet-collection

A library to help with the development of AI models with Keras, with a focus on edge / IoT applications. Based originally on https://github.com/yingkaisha/keras-unet-collection

Language: Python - Size: 16.5 MB - Last synced at: about 4 hours ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

xadrianzetx/coral-deeplab

Coral Edge TPU compilable version of DeepLab V3

Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

PUTvision/thermo-hardware-benchmark

The official repository of the paper Efficient People Counting in Thermal Images: The Benchmark of Resource-Constrained Hardware

Language: C++ - Size: 58.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ha4219/yolo-with-coral

Language: Jupyter Notebook - Size: 215 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

tomassams/docker-edgetpu-compiler

use edgetpu_compiler from anywhere with docker

Language: Dockerfile - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2

Nathanlloyd7/DriveAwAI

Final Year Project - Traffic Sign Detection on a custom Raspberry Pi RC car. Manual and Autonomous.

Language: Jupyter Notebook - Size: 234 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

jiteshsaini/coral_USB_ml_accelerator

Testing Google Coral USB Accelerator's performance with 04 models of Raspberry Pi. Results have shown 10 times faster inferencing speeds with the Coral hardware attached.

Language: Python - Size: 5.96 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

duclos-cavalcanti/Coral-USB-Accelerator

Work in the form of a research internship at TUM. Consists of benchmarking the inference of ML models on different hardware.

Language: Python - Size: 25.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

elydre/coral-tflite-models

models tensorflow lite compatible dev board

Language: Python - Size: 1.59 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

thinkski/coralvid

Command line tool for capturing video with the Google Coral EdgeTPU camera module. Akin to raspivid for the Raspberry Pi.

Language: C++ - Size: 18.6 KB - Last synced at: 5 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

RagingTiger/tf_rpi_examples

TensorFlow on Raspberry Pi examples

Language: Jupyter Notebook - Size: 266 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ice-cube-1/berry-pie-1

entry for astro-pi competition

Language: Python - Size: 13.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Taner-Y-Banth/nst-ocr-detect

Multiple node apps, as well as a react app, which can be utilized through the nstrumenta web app and the module system, connected through the nst send and subscribe features.

Language: TypeScript - Size: 54.6 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

promethee/coral.usb.tpu

A simple docker image to use with the Coral USB TPU: Use this image as a starting point.

Language: Dockerfile - Size: 1.36 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

fdasilva59/Docker-AI

Easily build a customizable, ready to use Docker Image for some AI/Data Science/Deep Learning experiments.

Language: Shell - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

alejandrods/Benchmark-EdgeTPU-HWNAS

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

Language: Python - Size: 177 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

sthysel/tpuparty

Tools and toys for working with the coral TPU

Language: Python - Size: 16.3 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0