Discover robmarkcole/HASS-data-science Open Source project

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13
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Jupyter Notebook
License
MIT License
Created about 7 years ago
Updated about 2 years ago

robmarkcole

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Data science with Home-assistant

HASS-Deepstack-object

Home Assistant custom component for using Deepstack object detection

Python

411

Hue-sensors-HASS

Support for Hue motion sensors and device tracker

Python

347

fire-detection-from-images

Detect fire in images using neural nets

Jupyter Notebook

284

HASS-Deepstack-face

Home Assistant custom component for using Deepstack face recognition

Jupyter Notebook

202

mqtt-camera-streamer

Stream images from a connected camera over MQTT, view using Streamlit, record to file and sqlite

Python

194

HASS-data-detective

Explore and analyse your Home Assistant data

Python

183

yolov5-flask

Official implementation at https://github.com/ultralytics/yolov5/tree/master/utils/flask_rest_api

Python

155

deepstack-ui

UI for working with Deepstack

Python

121

HASS-plate-recognizer

Read number plates with https://platerecognizer.com/

Python

HASS-amazon-rekognition

Home Assistant Object detection with Amazon Rekognition

Jupyter Notebook

Useful-python

Python code and notebooks for reference

Jupyter Notebook

tensorflow-lite-rest-server

Expose tensorflow-lite models via a rest API using FastAPI

Jupyter Notebook

object-detection-app

Simple object detection app with streamlit

Python

coral-pi-rest-server

Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

Jupyter Notebook

rpi-enviro-mqtt

Send air quality data from a Pimoroni RPi Enviro+ over MQTT

Jupyter Notebook

streamlit-image-juxtapose

A simple Streamlit Component to compare images in Streamlit apps. It integrates Knightlab's JuxtaposeJS

Python

HASS-Sighthound

Beta features for Home Assistant Sighthound integration

Python

Hue-remotes-HASS

PLEASE READ THE README

Python

Useful-python-for-medical-physics

Scripts that have been useful. Includes some analysis of EGSnrc 3ddose files

Jupyter Notebook

HASS-Machinebox-Facebox

Home Assistant face detection using Machinebox.io

Jupyter Notebook

HASS-Google-Vision

Instead use https://github.com/robmarkcole/HASS-amazon-rekognition

Jupyter Notebook

HASS-Machinebox-Classificationbox

Home-Assistant image classification using Machinebox.io

Jupyter Notebook

HASS-Google-Coral

RETIRED - instead use https://github.com/robmarkcole/HASS-Deepstack-object

Jupyter Notebook

text-insights-app

Upload an image of a document and extract text, names, facts and figures

Python

streamlit-segmentation-app

streamlit app for binary segmentation

Python

HASS-S3

Home Assistant integration for S3

Python

kaggle-ships-in-Google-Earth-with-YOLOv8

Applying YOLOv8 to Kaggle Ships in Google Earth dataset

Jupyter Notebook

HASS-Google-Cloud-SQL

Guide on using Google Cloud SQL as a database recorder for Home-assistant

Jupyter Notebook

bme680-mqtt

Publish bme680 data via MQTT

Python

bme680-mqtt-micropython

Publish data from the bme680 sensor over MQTT using micropython

Python

HASS-amazon-rekognition-text

Home Assistant integration to extract text from digital and mechanical displays using AWS rekognition

Python

HASS-Deepstack-scene

Home Assistant custom integration for using Deepstack scene recognition

Python

robins-homeassistant-config

My Home-assistant config

Python

deepstack-python

Unofficial python API for DeepStack

Jupyter Notebook

python-scripts-for-home-assistant

Python scripts for use with the home-assistant python_scripts component

Python

TrasportAPI-HASS

UK bus & train status TransportAPI Home-assistant component ADDED TO HA

Jupyter Notebook

hassio-addons

Addons for Home Assistant

Dockerfile

robins-hassio-config

My home-assistant config from my experimental hassio instance

satellite-imagery-projects

Jupyter Notebook

HASS-filesize-sensor

Custom component for displaying the size (in MB) of files - ADDED TO HA 0.64

Jupyter Notebook

yolov5-fastapi

FastAPI app exposing yolov5 object detection

Python

simple-fastAPI-webapp

Use fastAPI to generate html web app that will serve a local directory or S3 bucket of images

Python

HASS-Clarifai

Home-Assistant image tagging with Clarifai https://clarifai.com/developer/guide/

Jupyter Notebook

HASS-BBC-envirobit

Stream sensor readings from the BBC micropython envirobit to Home-Assistant

Python

Medical_physics_imageJ

Scripts and plugins for performing analysis of images in imageJ

Python

deepstack-analytics

Analytics with deepstack

Jupyter Notebook

HASS-hammerspoon

hammerspoon script to toggle a Home-assistant switch on wake/sleep of my MacBook

Lua

HASS-circuitpython-air-quality-sensor-node

A circuitpython board with various air quality sensors, data processed by Home Assistant

Jupyter Notebook

HASS-kalman-filter

Home-Assistant custom integration adding a 1D Kalman filter

Jupyter Notebook

pan-tilt-hat-HASS

Custom component adding the pimoroni pan-tilt-hat to Home-assistant: tested in HA 0.94 ok

Python

tensorflow_files_for_home_assistant_component

All the files you need for the Home-Assistant tensorflow component

Python

arxiv-github-scanner

Streamlit app for querying the arxiv api

Python

London-tube-status

Fetch the tube status in a python dictionary

Jupyter Notebook

HASS-folder-sensor

Home-assistant custom component for monitoring the contents of a folder - ADDED TO HA 0.64

Jupyter Notebook

circuitpython-on-home-assistant

Programming and managing circuitpython boards from Home-Assistant

Python

HASS-Machinebox-Tagbox

Home-Assistant custom integration for image tag detection using Tagbox

Python

aerotech

Class to enable control of the Ensemble controllers by Aerotech using TCP

Jupyter Notebook

HASS-rest-image-process

Home-assistant component for image processing via local REST API machinebox.io

Python

aws-lambda-pytorch-image-classification-example

Example of implementing a pytorch image classifier service using AWS lambda

Python

streamlit-codespace

tryout Streamlit in a Github Codespace

wildlife-camera-trap-data-visualsation-app

Visualise wildlife camera trap data

robmarkcole

Hue-sensors

Standalone package for parsing the Hue API data for Hue sensors

Jupyter Notebook

streamlit-image-table-pandas-app

Place images in a table using pandas and generate a shareable report

HTML

HASS-Yolo

Object detection in Home-Assistant using Yolo

RF-doorbell-serial

Using an Arduino with RF receiver to detect when my doorbell has been pressed

Arduino

arduino-tensorflow-example

Code and results from https://medium.com/p/7daf95b4157

HASS-data-detective-analysis

Analysis using the HASS-data-detective package

Jupyter Notebook

tagbox_python

A python script to teach Machinebox/Tagbox

Python

fastpages-blog

My blog

Jupyter Notebook

fastAPI-chatGPT-experiment

Use chatGPT to create a simple fastAPI app

Python

quickstart-with-geotiffs

A quickstart guide to working with geotiffs

Jupyter Notebook

rpi-rf-mqtt

Monitor a 433 MHz signal and post to an MQTT topic - WIP - do not use

Python

yolov5-ui

Web ui for yolov5 using Streamlit

Python

jupyter-codespace

Tryout running jupyter notebooks in a Github Codespace

Jupyter Notebook

jupyterlite-playground

Jupyter Notebook

London-Air-Quality

Queries the London air quality data feed provided by Kings College London

Jupyter Notebook

HASS-Photo-browser

Instead use media_dirs: local: /config/images/

Jupyter Notebook

classificationbox_python

Python script for teaching Classificationbox image classes

Jupyter Notebook

simplehound

Unofficial python API for Sighthound Cloud

Jupyter Notebook

HASS-mqtt-camera-forwarder

Custom integration which forwards a camera feed onto an MQTT topic

Python

Hue-sensors-phue

Identical to Hue-sensors but using the phue package

Jupyter Notebook

robins-google-colaboratory

My Google CoLaboratory notebooks

Jupyter Notebook

google-app-engine-flask-example

Working through Building a Python 3 App on App Engine tutorial

Dockerfile

artist-classification-with-ML

Train an "off-the-shelf" deep image network with color images of Impressionist paintings from the web (Seurat, Signac, Monet, Degas, Renoir, ...) for classification of both artist and simple subject matter

Jupyter Notebook

HASS-SigFox

SigFox component for Home-Assistant

Jupyter Notebook

reproducible-satellite-image-analysis

Use Binder for reproducible satellite image analysis

Jupyter Notebook

water-sensor-micropython

Simple micropython script to detect water using a dirt cheap sensor

Python

HASS-rest-camera

Custom component for a camera which displays images served by a REST API

Python

umap-image-embedding-streamlit-app

App to explore umap image embeddings for MNIST class datasets

Jupyter Notebook

robmarkcole/HASS-data-science

robmarkcole

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