Markham Lee's Projects
A Kubernetes Resource Interface for the Edge
Interactive Web Plotting for Python
Computer vision demos related to classification, object detection and segmentation for commercial and industrial use cases.
Sparsity-aware deep learning inference runtime for CPUs
an edge-real-time anchor-free object detector with decent performance
Computer vision examples related to face and object detection
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Docker and Flask based API layer + data ingestion pipeline for the Facenet-PyTorch facial recognition library. I.e. simple ML deployment for matching pairs of photos
Finnhub Python API Client. Finnhub API provides institutional-grade financial data to investors, fintech startups and investment firms. We support real-time stock price, global fundamentals, global ETFs holdings and alternative data. https://finnhub.io/docs/api
Kubernetes cron and batch job platform
PC Gaming Sensor Panel & General Hardware monitoring for Linux (x86 and ARM64) and Windows via Libre Hardware Monitor, psutil, gputil and NVIDIA smi-queries for display on a Grafana dashboard. Also includes additional functionality for monitoring PC case temperatures via DIY IoT temperature sensors and a Raspbery Pi
Using Airflow, Grafana, InfluxDB, Node-RED & Postgres to bring together useful information from a variety of sources, e.g., finance, weather, task management and IoT devices
The easiest way to bootstrap a self-hosted High Availability Kubernetes cluster. A fully automated HA k3s etcd install with kube-vip, MetalLB, and more
Custom code, documentation and other useful items used to build the k3s cluster(s) I use to support my data and IoT projects
Using machine learning (XG boost) to increase the annualized return of a personal loan portfolio.
Config files for my GitHub profile.
An API Client package to access the APIs for NBA.com
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Javascript Roon API
A functional and useful dashboard for pfSense that utilizes influxdb, grafana and telegraf
Interface for the plantower PM sensors
python library to interface with the Roon API
🏠🤖 Python API for TP-Link Kasa Smarthome products
Python SDK for accessing Groundlight API
Slack Developer Kit for Python
A controller for the display and fan of the Raspi PoE HAT (Type B)
Reolink Camera API written in Python 3.6
A simple demo of yolov5s running on rk3588/3588s using c++ (about 142 frames). / 一个使用c++在rk3588/3588s上运行的yolov5s简单demo(142帧/s)。
A simple demo of yolov5s running on rk3588/3588s using Python (about 72 frames). / 一个使用Python在rk3588/3588s上运行的yolov5s简单demo(大约72帧/s)。