MarkhamLee
Data & Machine Learning engineer, typically splitting time between computer vision and data engineering projects, with some occasional IoT work thrown in.
Seattle, WA
Pinned Repositories
computer-vision-demo-reel
Computer vision demos related to classification, object detection and segmentation for commercial and industrial use cases.
Facial-Recognition-Facenet-Pytorch
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
HardwareMonitoring
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
internet-and-iot-data-platform
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
k3s-ansible
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
kubernetes-k3s-cluster-for-data-and-iot-projects
Custom code, documentation and other useful items used to build the k3s cluster(s) I use to support my data and IoT projects
LendingClub_DefaultModeling
Using machine learning (XG boost) to increase the annualized return of a personal loan portfolio.
python-kasa
🏠🤖 Python API for TP-Link Kasa Smarthome products
turing-smart-screen-python
Unofficial Python system monitor and library for 3.5" IPS USB-C displays like Turing Smart Screen or XuanFang
TwitterListener
Two python scripts for capturing Tweets in real time, running sentiment analysis on them and then writing the data to SQLite
MarkhamLee's Repositories
MarkhamLee/HardwareMonitoring
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
MarkhamLee/Facial-Recognition-Facenet-Pytorch
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
MarkhamLee/internet-and-iot-data-platform
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
MarkhamLee/TwitterListener
Two python scripts for capturing Tweets in real time, running sentiment analysis on them and then writing the data to SQLite
MarkhamLee/k3s-ansible
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
MarkhamLee/python-kasa
🏠🤖 Python API for TP-Link Kasa Smarthome products
MarkhamLee/turing-smart-screen-python
Unofficial Python system monitor and library for 3.5" IPS USB-C displays like Turing Smart Screen or XuanFang
MarkhamLee/computer-vision-demo-reel
Computer vision demos related to classification, object detection and segmentation for commercial and industrial use cases.
MarkhamLee/FaceAndObjectDetectionExamples
Computer vision examples related to face and object detection
MarkhamLee/kubernetes-k3s-cluster-for-data-and-iot-projects
Custom code, documentation and other useful items used to build the k3s cluster(s) I use to support my data and IoT projects
MarkhamLee/LendingClub_DefaultModeling
Using machine learning (XG boost) to increase the annualized return of a personal loan portfolio.
MarkhamLee/akri
A Kubernetes Resource Interface for the Edge
MarkhamLee/deepsparse
Sparsity-aware deep learning inference runtime for CPUs
MarkhamLee/edgeyolo
an edge-real-time anchor-free object detector with decent performance
MarkhamLee/facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
MarkhamLee/MarkhamLee
Config files for my GitHub profile.
MarkhamLee/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
MarkhamLee/pyroon
python library to interface with the Roon API
MarkhamLee/python-sdk
Python SDK for accessing Groundlight API
MarkhamLee/python-slack-sdk
Slack Developer Kit for Python
MarkhamLee/raspi-poe-mon
A controller for the display and fan of the Raspi PoE HAT (Type B)
MarkhamLee/reolinkapipy
Reolink Camera API written in Python 3.6
MarkhamLee/rknn-cpp-Multithreading
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)。
MarkhamLee/rknn-toolkit2-current
MarkhamLee/rknn_model_zoo
MarkhamLee/tips-for-single-board-computers-DIY-IoT
I had to piece together how to get my Orange Pi 5 Plus set up properly from documentation, forum posts and YouTube videos. Aggregating what I've learned here so maybe the next person doesn't struggle like I did.
MarkhamLee/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
MarkhamLee/Universal-Kubernetes-Helm-Charts
Some universal helm charts used for deploying services onto Kubernetes. All-in-one best-practices
MarkhamLee/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
MarkhamLee/zigbee2mqtt
Zigbee 🐝 to MQTT bridge 🌉, get rid of your proprietary Zigbee bridges 🔨