Robin Cole

fire-detection-from-images. Detect fire in images using neural nets

HASS-Deepstack-object. Home Assistant custom component for using Deepstack object detection

Hue-sensors-HASS. Support for Hue motion sensors and device tracker

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

HASS-Deepstack-face. Home Assistant custom component for using Deepstack face recognition

HASS-data-detective. Explore and analyse your Home Assistant data

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

HASS-plate-recognizer. Read number plates with https://platerecognizer.com/

deepstack-ui. UI for working with Deepstack

object-detection-app. Simple object detection app with streamlit

HASS-amazon-rekognition. Home Assistant Object detection with Amazon Rekognition

tensorflow-lite-rest-server. Expose tensorflow-lite models via a rest API using FastAPI

Useful-python. Python code and notebooks for reference

coral-pi-rest-server. Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

rpi-enviro-mqtt. Send air quality data from a Pimoroni RPi Enviro+ over MQTT

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

HASS-Sighthound. Beta features for Home Assistant Sighthound integration

Hue-remotes-HASS. PLEASE READ THE README

Useful-python-for-medical-physics. Scripts that have been useful. Includes some analysis of EGSnrc 3ddose files

HASS-S3. Home Assistant integration for S3

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

HASS-Machinebox-Facebox. Home Assistant face detection using Machinebox.io

text-insights-app. Upload an image of a document and extract text, names, facts and figures

HASS-Machinebox-Classificationbox. Home-Assistant image classification using Machinebox.io

streamlit-segmentation-app. streamlit app for binary segmentation

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

HASS-amazon-rekognition-text. Home Assistant integration to extract text from digital and mechanical displays using AWS rekognition

bme680-mqtt. Publish bme680 data via MQTT

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

HASS-Deepstack-scene. Home Assistant custom integration for using Deepstack scene recognition

bme680-mqtt-micropython. Publish data from the bme680 sensor over MQTT using micropython

HASS-data-science. Data science with Home-assistant

deepstack-python. Unofficial python API for DeepStack

robins-homeassistant-config. My Home-assistant config

hassio-addons. Addons for Home Assistant

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

HASS-kalman-filter. Home-Assistant custom integration adding a 1D Kalman filter

kaggle-ships-in-satellite-imagery-with-YOLOv8. Applying YOLOv8 to Kaggle Ships in Google Earth dataset

facebox_python. A python script to teach Machinebox/Facebox

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

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

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

yolov5-fastapi. FastAPI app exposing yolov5 object detection

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

python-scripts-for-home-assistant. Python scripts for use with the home-assistant python_scripts component

robins-hassio-config. My home-assistant config from my experimental hassio instance

deepstack-analytics. Analytics with deepstack

Medical_physics_imageJ. Scripts and plugins for performing analysis of images in imageJ

arxiv-github-scanner. Streamlit app for querying the arxiv api

streamlit-image-table-pandas-app. Place images in a table using pandas and generate a shareable report

circuitpython-on-home-assistant. Programming and managing circuitpython boards from Home-Assistant

wine-quality-prediction-web-app. A machine learning-powered web application to predict the quality of wine based on some features

IEEE_TPAMI_SpectralGPT. Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.

Satellite-Aerial-Image-Retrieval-with-Bing. Satellite/Aerial Image Retrieval: using Bing maps tile system to automatically download aerial imagery (maximum resolution available) given a latitude, longitude bounding box.