Robin Cole (@robmarkcole)

Top repositories

1

HASS-Deepstack-object

Home Assistant custom component for using Deepstack object detection
Python
411
star
2

Hue-sensors-HASS

Support for Hue motion sensors and device tracker
Python
347
star
3

fire-detection-from-images

Detect fire in images using neural nets
Jupyter Notebook
284
star
4

HASS-Deepstack-face

Home Assistant custom component for using Deepstack face recognition
Jupyter Notebook
202
star
5

mqtt-camera-streamer

Stream images from a connected camera over MQTT, view using Streamlit, record to file and sqlite
Python
194
star
6

HASS-data-detective

Explore and analyse your Home Assistant data
Python
183
star
7

yolov5-flask

Official implementation at https://github.com/ultralytics/yolov5/tree/master/utils/flask_rest_api
Python
155
star
8

deepstack-ui

UI for working with Deepstack
Python
121
star
9

HASS-plate-recognizer

Read number plates with https://platerecognizer.com/
Python
86
star
10

HASS-amazon-rekognition

Home Assistant Object detection with Amazon Rekognition
Jupyter Notebook
84
star
11

Useful-python

Python code and notebooks for reference
Jupyter Notebook
76
star
12

tensorflow-lite-rest-server

Expose tensorflow-lite models via a rest API using FastAPI
Jupyter Notebook
73
star
13

object-detection-app

Simple object detection app with streamlit
Python
73
star
14

coral-pi-rest-server

Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick
Jupyter Notebook
61
star
15

rpi-enviro-mqtt

Send air quality data from a Pimoroni RPi Enviro+ over MQTT
Jupyter Notebook
43
star
16

streamlit-image-juxtapose

A simple Streamlit Component to compare images in Streamlit apps. It integrates Knightlab's JuxtaposeJS
Python
33
star
17

HASS-Sighthound

Beta features for Home Assistant Sighthound integration
Python
33
star
18

Hue-remotes-HASS

PLEASE READ THE README
Python
31
star
19

Useful-python-for-medical-physics

Scripts that have been useful. Includes some analysis of EGSnrc 3ddose files
Jupyter Notebook
24
star
20

HASS-Machinebox-Facebox

Home Assistant face detection using Machinebox.io
Jupyter Notebook
24
star
21

HASS-Google-Vision

Instead use https://github.com/robmarkcole/HASS-amazon-rekognition
Jupyter Notebook
21
star
22

HASS-Machinebox-Classificationbox

Home-Assistant image classification using Machinebox.io
Jupyter Notebook
21
star
23

HASS-Google-Coral

RETIRED - instead use https://github.com/robmarkcole/HASS-Deepstack-object
Jupyter Notebook
18
star
24

text-insights-app

Upload an image of a document and extract text, names, facts and figures
Python
18
star
25

streamlit-segmentation-app

streamlit app for binary segmentation
Python
17
star
26

HASS-S3

Home Assistant integration for S3
Python
16
star
27

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

Applying YOLOv8 to Kaggle Ships in Google Earth dataset
Jupyter Notebook
16
star
28

HASS-Google-Cloud-SQL

Guide on using Google Cloud SQL as a database recorder for Home-assistant
Jupyter Notebook
15
star
29

bme680-mqtt

Publish bme680 data via MQTT
Python
14
star
30

bme680-mqtt-micropython

Publish data from the bme680 sensor over MQTT using micropython
Python
14
star
31

HASS-amazon-rekognition-text

Home Assistant integration to extract text from digital and mechanical displays using AWS rekognition
Python
14
star
32

HASS-Deepstack-scene

Home Assistant custom integration for using Deepstack scene recognition
Python
13
star
33

HASS-data-science

Data science with Home-assistant
Jupyter Notebook
13
star
34

robins-homeassistant-config

My Home-assistant config
Python
13
star
35

deepstack-python

Unofficial python API for DeepStack
Jupyter Notebook
12
star
36

python-scripts-for-home-assistant

Python scripts for use with the home-assistant python_scripts component
Python
11
star
37

TrasportAPI-HASS

UK bus & train status TransportAPI Home-assistant component ADDED TO HA
Jupyter Notebook
11
star
38

hassio-addons

Addons for Home Assistant
Dockerfile
10
star
39

robins-hassio-config

My home-assistant config from my experimental hassio instance
10
star
40

satellite-imagery-projects

Jupyter Notebook
10
star
41

HASS-filesize-sensor

Custom component for displaying the size (in MB) of files - ADDED TO HA 0.64
Jupyter Notebook
10
star
42

yolov5-fastapi

FastAPI app exposing yolov5 object detection
Python
10
star
43

simple-fastAPI-webapp

Use fastAPI to generate html web app that will serve a local directory or S3 bucket of images
Python
10
star
44

HASS-Clarifai

Home-Assistant image tagging with Clarifai https://clarifai.com/developer/guide/
Jupyter Notebook
9
star
45

HASS-BBC-envirobit

Stream sensor readings from the BBC micropython envirobit to Home-Assistant
Python
9
star
46

Medical_physics_imageJ

Scripts and plugins for performing analysis of images in imageJ
Python
9
star
47

deepstack-analytics

Analytics with deepstack
Jupyter Notebook
9
star
48

HASS-hammerspoon

hammerspoon script to toggle a Home-assistant switch on wake/sleep of my MacBook
Lua
8
star
49

HASS-circuitpython-air-quality-sensor-node

A circuitpython board with various air quality sensors, data processed by Home Assistant
Jupyter Notebook
8
star
50

HASS-kalman-filter

Home-Assistant custom integration adding a 1D Kalman filter
Jupyter Notebook
8
star
51

pan-tilt-hat-HASS

Custom component adding the pimoroni pan-tilt-hat to Home-assistant: tested in HA 0.94 ok
Python
7
star
52

tensorflow_files_for_home_assistant_component

All the files you need for the Home-Assistant tensorflow component
Python
7
star
53

arxiv-github-scanner

Streamlit app for querying the arxiv api
Python
5
star
54

London-tube-status

Fetch the tube status in a python dictionary
Jupyter Notebook
5
star
55

HASS-folder-sensor

Home-assistant custom component for monitoring the contents of a folder - ADDED TO HA 0.64
Jupyter Notebook
5
star
56

circuitpython-on-home-assistant

Programming and managing circuitpython boards from Home-Assistant
Python
5
star
57

HASS-Machinebox-Tagbox

Home-Assistant custom integration for image tag detection using Tagbox
Python
5
star
58

aerotech

Class to enable control of the Ensemble controllers by Aerotech using TCP
Jupyter Notebook
5
star
59

HASS-rest-image-process

Home-assistant component for image processing via local REST API machinebox.io
Python
4
star
60

aws-lambda-pytorch-image-classification-example

Example of implementing a pytorch image classifier service using AWS lambda
Python
4
star
61

streamlit-codespace

tryout Streamlit in a Github Codespace
4
star
62

wildlife-camera-trap-data-visualsation-app

Visualise wildlife camera trap data
4
star
63

robmarkcole

3
star
64

Hue-sensors

Standalone package for parsing the Hue API data for Hue sensors
Jupyter Notebook
3
star
65

streamlit-image-table-pandas-app

Place images in a table using pandas and generate a shareable report
HTML
3
star
66

HASS-Yolo

Object detection in Home-Assistant using Yolo
3
star
67

RF-doorbell-serial

Using an Arduino with RF receiver to detect when my doorbell has been pressed
Arduino
3
star
68

arduino-tensorflow-example

Code and results from https://medium.com/p/7daf95b4157
C
3
star
69

HASS-data-detective-analysis

Analysis using the HASS-data-detective package
Jupyter Notebook
3
star
70

tagbox_python

A python script to teach Machinebox/Tagbox
Python
2
star
71

fastpages-blog

My blog
Jupyter Notebook
2
star
72

fastAPI-chatGPT-experiment

Use chatGPT to create a simple fastAPI app
Python
2
star
73

quickstart-with-geotiffs

A quickstart guide to working with geotiffs
Jupyter Notebook
2
star
74

rpi-rf-mqtt

Monitor a 433 MHz signal and post to an MQTT topic - WIP - do not use
Python
2
star
75

yolov5-ui

Web ui for yolov5 using Streamlit
Python
2
star
76

jupyter-codespace

Tryout running jupyter notebooks in a Github Codespace
Jupyter Notebook
2
star
77

jupyterlite-playground

Jupyter Notebook
2
star
78

London-Air-Quality

Queries the London air quality data feed provided by Kings College London
Jupyter Notebook
2
star
79

HASS-Photo-browser

Instead use media_dirs: local: /config/images/
Jupyter Notebook
2
star
80

classificationbox_python

Python script for teaching Classificationbox image classes
Jupyter Notebook
2
star
81

simplehound

Unofficial python API for Sighthound Cloud
Jupyter Notebook
1
star
82

HASS-mqtt-camera-forwarder

Custom integration which forwards a camera feed onto an MQTT topic
Python
1
star
83

Hue-sensors-phue

Identical to Hue-sensors but using the phue package
Jupyter Notebook
1
star
84

robins-google-colaboratory

My Google CoLaboratory notebooks
Jupyter Notebook
1
star
85

google-app-engine-flask-example

Working through Building a Python 3 App on App Engine tutorial
Dockerfile
1
star
86

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
1
star
87

HASS-SigFox

SigFox component for Home-Assistant
Jupyter Notebook
1
star
88

reproducible-satellite-image-analysis

Use Binder for reproducible satellite image analysis
Jupyter Notebook
1
star
89

water-sensor-micropython

Simple micropython script to detect water using a dirt cheap sensor
Python
1
star
90

HASS-rest-camera

Custom component for a camera which displays images served by a REST API
Python
1
star
91

umap-image-embedding-streamlit-app

App to explore umap image embeddings for MNIST class datasets
Jupyter Notebook
1
star