- Published on
The goal of this guide is to teach someone who knows the basic of machine learning how to train a nearly state of the art image classifier from scratch.
Highlights
Luke Wood: Software Generalist & Machine Learning Specialist
bulletz.io
bulletz.io is a web-based endless 2.5D realtime multiplayer shooter.Eat food to grow your character while avoiding the bulletz of your enemies. Become the largest character in the world to become the king!
wizardwars.online
wizardwars.online is a real-time multiplayer web game written entirely in TypeScript. Some highlights are the custom game engine, use of the Colyseus framework for authoritative multiplayer games, distributed physics computation and prediction, and a full React based rendering system.
Marine Animal Object Detection with KerasCV
Use deep learning to detect marine animals including sharks, turtles, penguins, puffins, jellyfish and more!
Teach StableDiffusion new concepts via Textual Inversion
Learning new visual concepts with KerasCV's StableDiffusion implementation.
The Definitive Guide to Object Detection
My "definitive guide" to object detection is live on keras.io! This tutorial is a bit more like a textbook chapter than a typical keras.io tutorial, but by the end of it you will have an extremely strong sense of how to tackle object detection problems with deep learning.
The Definitive Guide to Image Classification
My "definitive guide" to image classification is live on keras.io! This tutorial is a bit more like a textbook chapter than a typical keras.io tutorial, but by the end of it you will have an extremely strong sense of how to tackle classification problems with deep learning.
KerasCV
KerasCV is the official Keras repository of computer vision extensions to the Keras API (layers, metrics, losses, models, data-augmentation) that applied computer vision engineers can leverage to quickly assemble production-grade, state-of-the-art training and inference pipelines.
Blog
- Published on
The goal of this guide is to teach someone who knows the basic of machine learning how to train an extremely powerful object detection model from scratch. This guide explains a wide variety of techniques and gives some theoretical backing as to why they are effective.- Published on
Typing static props in NextJS apps is a bit annoying. This post gives you a solution to this common pain point.- Published on
tz is a new command line tool to switch tmux sessions using a fzf menu.- Published on
I love typescript, but lukewood.xyz is almost 10 years old now. The codebase pre-dates typescript. In this blog I talk about how I'm incrementally migrating the codebase.