Projects in Awesome Lists by robmarkcole
A curated list of projects in awesome lists by robmarkcole .
https://github.com/robmarkcole/HASS-Deepstack-object
Home Assistant custom component for using Deepstack object detection
home-assistant object-detection
Last synced: 06 Apr 2025
https://github.com/robmarkcole/fire-detection-from-images
Detect fire in images using neural nets
deep-learning fire-dataset fire-detection keras-tensorflow object-detection smoke-detection yolo yolov5
Last synced: 05 Apr 2025
https://github.com/robmarkcole/Hue-sensors-HASS
Support for Hue motion sensors and device tracker
home-assistant hue hue-lights hue-sensors
Last synced: 13 Apr 2025
https://github.com/robmarkcole/mqtt-camera-streamer
Stream images from a connected camera over MQTT, view using Streamlit, record to file and sqlite
camera home-automation mqtt sqlite streamlit
Last synced: 07 Apr 2025
https://github.com/robmarkcole/hass-data-detective
Explore and analyse your Home Assistant data
data data-science home home-assistant home-automation
Last synced: 16 May 2025
https://github.com/robmarkcole/HASS-data-detective
Explore and analyse your Home Assistant data
data data-science home home-assistant home-automation
Last synced: 06 Apr 2025
https://github.com/robmarkcole/hass-plate-recognizer
Read number plates with https://platerecognizer.com/
Last synced: 31 Aug 2025
https://github.com/robmarkcole/deepstack-ui
UI for working with Deepstack
deep-learning face-detection face-recognition image-classification image-processing object-detection streamlit
Last synced: 07 Apr 2025
https://github.com/robmarkcole/object-detection-app
Simple object detection app with streamlit
ai object-detection opencv streamlit
Last synced: 15 Apr 2025
https://github.com/robmarkcole/hass-amazon-rekognition
Home Assistant Object detection with Amazon Rekognition
Last synced: 14 Apr 2025
https://github.com/robmarkcole/tensorflow-lite-rest-server
Expose tensorflow-lite models via a rest API using FastAPI
face-detection fastapi home-assistant image-processing machine-learning object-detection python rest-api tensorflow tensorflow-lite tflite
Last synced: 09 Jul 2025
https://github.com/robmarkcole/useful-python
Python code and notebooks for reference
Last synced: 11 Mar 2026
https://github.com/robmarkcole/coral-pi-rest-server
Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick
deep-learning object-detection python raspberry-pi ssd tensorflow tensorflow-lite
Last synced: 15 Apr 2025
https://github.com/robmarkcole/streamlit-image-juxtapose
A simple Streamlit Component to compare images in Streamlit apps. It integrates Knightlab's JuxtaposeJS
Last synced: 19 Oct 2025
https://github.com/robmarkcole/hass-sighthound
Beta features for Home Assistant Sighthound integration
computer-vision home-assistant
Last synced: 10 Mar 2026
https://github.com/robmarkcole/text-insights-app
Upload an image of a document and extract text, names, facts and figures
Last synced: 16 Apr 2025
https://github.com/robmarkcole/hass-machinebox-classificationbox
Home-Assistant image classification using Machinebox.io
computer-vision deep-neural-networks home-assistant home-automation machinebox
Last synced: 27 Mar 2026
https://github.com/robmarkcole/streamlit-segmentation-app
streamlit app for binary segmentation
Last synced: 06 Sep 2025
https://github.com/robmarkcole/hass-amazon-rekognition-text
Home Assistant integration to extract text from digital and mechanical displays using AWS rekognition
Last synced: 06 May 2025
https://github.com/robmarkcole/bme680-mqtt-micropython
Publish data from the bme680 sensor over MQTT using micropython
Last synced: 06 May 2025
https://github.com/robmarkcole/hass-google-cloud-sql
Guide on using Google Cloud SQL as a database recorder for Home-assistant
databases google-cloud home-assistant home-automation sql sqlalchemy
Last synced: 06 May 2025
https://github.com/robmarkcole/hass-data-science
Data science with Home-assistant
Last synced: 07 May 2025
https://github.com/robmarkcole/deepstack-python
Unofficial python API for DeepStack
Last synced: 07 May 2025
https://github.com/robmarkcole/yolov5-fastapi
FastAPI app exposing yolov5 object detection
Last synced: 07 May 2025
https://github.com/robmarkcole/hass-bbc-envirobit
Stream sensor readings from the BBC micropython envirobit to Home-Assistant
bbc-microbit home-assistant micropython
Last synced: 07 May 2025
https://github.com/robmarkcole/hass-kalman-filter
Home-Assistant custom integration adding a 1D Kalman filter
Last synced: 07 May 2025
https://github.com/robmarkcole/simple-fastapi-webapp
Use fastAPI to generate html web app that will serve a local directory or S3 bucket of images
Last synced: 18 Aug 2025
https://github.com/robmarkcole/python-scripts-for-home-assistant
Python scripts for use with the home-assistant python_scripts component
home-assistant home-automation
Last synced: 20 Jul 2025
https://github.com/robmarkcole/hass-hammerspoon
hammerspoon script to toggle a Home-assistant switch on wake/sleep of my MacBook
hammerspoon home-assistant home-automation
Last synced: 07 May 2025
https://github.com/robmarkcole/kaggle-ships-in-satellite-imagery-with-yolov8
Applying YOLOv8 to Kaggle Ships in Google Earth dataset
dataset deep-learning object-detection pytorch yolov5 yolov8
Last synced: 08 May 2025
https://github.com/robmarkcole/hassio-addons
Addons for Home Assistant
hassio hassio-addons homeassistant
Last synced: 06 May 2025
https://github.com/robmarkcole/deepstack-analytics
Analytics with deepstack
Last synced: 07 May 2025
https://github.com/robmarkcole/hass-circuitpython-air-quality-sensor-node
A circuitpython board with various air quality sensors, data processed by Home Assistant
air-quality circuitpython home-assistant micropython sensors
Last synced: 07 May 2025
https://github.com/robmarkcole/pan-tilt-hat-hass
Custom component adding the pimoroni pan-tilt-hat to Home-assistant: tested in HA 0.94 ok
home-assistant pan-tilt-phat pimoroni
Last synced: 10 Sep 2025
https://github.com/robmarkcole/arxiv-github-scanner
Streamlit app for querying the arxiv api
Last synced: 13 Jul 2025
https://github.com/robmarkcole/tensorflow_files_for_home_assistant_component
All the files you need for the Home-Assistant tensorflow component
Last synced: 08 May 2025
https://github.com/robmarkcole/streamlit-codespace
tryout Streamlit in a Github Codespace
Last synced: 19 Jun 2025
https://github.com/robmarkcole/streamlit-image-table-pandas-app
Place images in a table using pandas and generate a shareable report
Last synced: 30 Apr 2025
https://github.com/robmarkcole/london-tube-status
Fetch the tube status in a python dictionary
Last synced: 09 Apr 2025
https://github.com/robmarkcole/aerotech
Class to enable control of the Ensemble controllers by Aerotech using TCP
Last synced: 12 May 2025
https://github.com/robmarkcole/aws-lambda-pytorch-image-classification-example
Example of implementing a pytorch image classifier service using AWS lambda
Last synced: 02 Sep 2025
https://github.com/robmarkcole/circuitpython-on-home-assistant
Programming and managing circuitpython boards from Home-Assistant
Last synced: 12 May 2025
https://github.com/robmarkcole/hass-machinebox-tagbox
Home-Assistant custom integration for image tag detection using Tagbox
camera detection hass-machinebox-tagbox home-assistant image-classification machinebox tagbox
Last synced: 12 May 2025
https://github.com/robmarkcole/wildlife-camera-trap-data-visualsation-app
Visualise wildlife camera trap data
Last synced: 08 Jan 2026
https://github.com/robmarkcole/arduino-tensorflow-example
Code and results from https://medium.com/p/7daf95b4157
Last synced: 23 Apr 2025
https://github.com/robmarkcole/london-air-quality
Queries the London air quality data feed provided by Kings College London
Last synced: 30 Mar 2025
https://github.com/robmarkcole/hass-data-detective-analysis
Analysis using the HASS-data-detective package
Last synced: 29 Apr 2026
https://github.com/robmarkcole/hue-sensors
Standalone package for parsing the Hue API data for Hue sensors
Last synced: 31 Aug 2025
https://github.com/robmarkcole/rf-doorbell-serial
Using an Arduino with RF receiver to detect when my doorbell has been pressed
arduino home-assistant home-automation
Last synced: 15 Apr 2025
https://github.com/robmarkcole/fastapi-chatgpt-experiment
Use chatGPT to create a simple fastAPI app
Last synced: 19 Apr 2026
https://github.com/robmarkcole/hass-mqtt-camera-forwarder
Custom integration which forwards a camera feed onto an MQTT topic
Last synced: 30 Mar 2025
https://github.com/robmarkcole/umap-image-embedding-streamlit-app
App to explore umap image embeddings for MNIST class datasets
bokeh matplotlib mnist streamlit umap
Last synced: 18 May 2026
https://github.com/robmarkcole/classificationbox_python
Python script for teaching Classificationbox image classes
Last synced: 13 May 2025
https://github.com/robmarkcole/jupyter-codespace
Tryout running jupyter notebooks in a Github Codespace
Last synced: 30 Mar 2025
https://github.com/robmarkcole/tagbox_python
A python script to teach Machinebox/Tagbox
Last synced: 30 Mar 2025
https://github.com/robmarkcole/quickstart-with-geotiffs
A quickstart guide to working with geotiffs
Last synced: 30 Mar 2025
https://github.com/robmarkcole/water-sensor-micropython
Simple micropython script to detect water using a dirt cheap sensor
Last synced: 02 May 2026
https://github.com/robmarkcole/pytorch-serve-from-colab
Serve up pytorch models running on the free GPU of Colab
colab-notebook colaboratory flask pytorch
Last synced: 10 May 2026
https://github.com/robmarkcole/hue-sensors-phue
Identical to Hue-sensors but using the phue package
home-assistant home-automation hue hue-sensors phue
Last synced: 05 Oct 2025
https://github.com/robmarkcole/simplehound
Unofficial python API for Sighthound Cloud
Last synced: 12 May 2025
https://github.com/robmarkcole/gvision-analyzer
Perform analysis on images and videos using Google Vision
Last synced: 08 Jan 2026
https://github.com/robmarkcole/google-app-engine-flask-example
Working through Building a Python 3 App on App Engine tutorial
Last synced: 07 Jan 2026
https://github.com/robmarkcole/robins-google-colaboratory
My Google CoLaboratory notebooks
Last synced: 30 Mar 2025
https://github.com/robmarkcole/reproducible-satellite-image-analysis
Use Binder for reproducible satellite image analysis
Last synced: 30 Mar 2025
https://github.com/robmarkcole/resent18-from-scratch
Code & Train a resnet18
Last synced: 25 Jun 2025
https://github.com/robmarkcole/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
Last synced: 31 Mar 2025
https://github.com/robmarkcole/wipy_multisensor
Read temp, humidity and motion with a Wipy and publish over MQTT
Last synced: 30 Mar 2025
https://github.com/robmarkcole/pycom-projects
Micropython mini projects with pycom boards for demos/education
Last synced: 18 Aug 2025
https://github.com/robmarkcole/birdnest-occupancy-model
An object detection model to count birds nesting in a birdbox
Last synced: 03 Feb 2026
https://github.com/robmarkcole/simple-google-vision
Unofficial helper utilities for Google Vision
Last synced: 17 Jun 2025
https://github.com/robmarkcole/hass-aws-mariadb
Guide to using a MariaDB instance on AWS as a recorder for Home Assistant
Last synced: 07 Jan 2026
https://github.com/robmarkcole/applehealthdata
Apple Health Data Extraction Code
Last synced: 07 Jan 2026
https://github.com/robmarkcole/hackster.io-wip
A repo for my Hackster write-ups
Last synced: 11 Jan 2026
https://github.com/robmarkcole/jupyter-raspberry-pi
Using Jupyter notebooks on a raspberry pi
Last synced: 15 May 2026
https://github.com/robmarkcole/lopy-micropython-sigfox
How I am using my Lopy with Sigfox
Last synced: 26 Feb 2026
https://github.com/robmarkcole/london-air-quality-hass
Component to monitor London air quality on Home-assistant IN HA
automation home home-assistant home-automation
Last synced: 14 Oct 2025
https://github.com/robmarkcole/hass-time-series-prediction
App that will plot a single time-series sensor history and make predictions using Prophet
Last synced: 28 Oct 2025
https://github.com/robmarkcole/keras-rest-api-docker
Keras + deep learning REST API + Docker
Last synced: 14 May 2026
https://github.com/robmarkcole/pycoral-experiments
Experiment with PyCoral API
Last synced: 30 Mar 2025
https://github.com/robmarkcole/roboflow-inference-streamlit
Perform inference on a roboflow hosted custom model via a streamlit app
Last synced: 30 Mar 2025
https://github.com/robmarkcole/hue-sensors-usage
Example usage of hue_sensors
Last synced: 30 Mar 2025
https://github.com/robmarkcole/personal-website
Personal website of Robin Cole
Last synced: 30 Mar 2025
https://github.com/robmarkcole/gradio-docker-demo
Demo deploy gradio app using docker
Last synced: 31 Mar 2025
https://github.com/robmarkcole/circuitpython-projects
circuitpython projects for demo/education
Last synced: 31 Mar 2025
https://github.com/robmarkcole/aws-text-extraction-app
Streamlit app to extract text from an image using AWS services
Last synced: 24 Jun 2025