Tag: ml

Machine learning, deep learning, artificial neural networks and all that hot-topic good stuff.

• Optimising a Deep Learning app in Swift 10 Aug 2024
  I made my first attempt at wrapping a Deep Learning model in Swift, to be deployed on iPad. However, it was super slow. I tried some things to speed it up, and got somewhere acceptable eventually.
• Experiment Configuration Files 30 Sep 2023
  Labbooks are for desk people too.
• Trying out something new: FastAPI 21 Aug 2023
  I've used Rust's Rocket.rs library for building web APIs, but wanted something pythonier: FastAPI. Some teething trouble at first, but on the whole going well so far!
• GAMIFY YOUR ANNOTATION 09 Feb 2023
  Annotating images is time consuming and boring. Maybe there's a better way...
• Redactor 📄❌👀 22 Aug 2022
  Do you need to redact info from an image? Just use paint, right? What if you need to redact hundreds of images? Let's automate that...
• MVP - ML Visualised using Python 08 Feb 2022
  Script to visualise structure of ML model, aiding in design.
• Metrics in Pytorch 28 May 2021
  Metrics are used in machine learning to gauge how well a model is performing; in this post I discuss some of the terminology and how to calculate the metrics using `Pytorch`/`torchmetrics` and displayed using the excellent `tensorboard`.
• Image Segmentation and Machine Learning 13 May 2021
  Working with real data when segmenting images
• A Neural Network so simple its SINNfull 22 Feb 2020
  In this post I look at the basics of Neural Networks, and build (a very simple) one from scratch.
• Genetic Algorithms are cool 10 Dec 2019
  I've been looking at using a genetic algorithm to perform symbolic function fitting. In this post I introduce the topic (as I understand it) and outline my use-case.