- Published on
Learn about the tradeoffs of reducing losses using `sum()`, and reducing losses using `mean()`.
Highlights
Luke Wood: Software Generalist & Machine Learning Specialist
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.
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.
Teach StableDiffusion new concepts via Textual Inversion
Learning new visual concepts with KerasCV's StableDiffusion implementation.
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
Overview of a common pitfall Keras users hit when writing subclass models- Published on
Overview of the first ever official Keras object detection API.- Published on
Efficiently manage latex assets using a Git based workflow.- Published on
In this post Luke discusses how Keras users write their code, and how he designs APIs accordingly.