Pretrained keypoint detection models are built for human pose estimation and rarely generalise to custom objects. This guide walks through training your own keypoint detector on a custom dataset using PyTorch, covering data acquisition, annotation, model configuration, training, and inference.
In this article we cover how artificial intelligence and machine learning technology can be used in the domain of dinghy sailing. The goal is to train a model that can predict rudder and boom position from images which can help with teaching and performance improvement in sailing.
The world of sailing is rooted in tradition, adventures, and the thrill of racing on inland waters of the open sea. However, Artificial Intelligence (AI) and machine learning are on the rise offering fantastic opportunities for the sailing industry to allow for safer, faster and smarter sailing operations.
This article describes how you can create a free SSL certificate with Let’s Encrypt and Certbot.
This article describes which options you have to include and add charts in a website. There are various libraries and software products that can be used to embed graphs and charts.
In this article I would like to cover how to present data on your website and how to better communicate with your audience. Most prominent options are certainly tables and charts.
In general it is quite easy to deploy a django web application on Google Cloud Platform using Google Kubernetes Engine (GKE). Google provides a very good tutorial on getting started with Django on GKE.
As blockchain technology is on the rise there is also a huge potential für analytics applications: Forensics, fraud detection and price forecasting – just to mention a few. In this blog post I would like to give a short introduction on how to analyze blockchain-related data.
A dashboard is the ideal measure to illustrate key metrics to stakeholder. In this article I would like to compare different approaches towards the development of dashboards including a realtime dashboard example.
Automated reporting can simplify processes in a business environment significantly. Read more about simple tools and suggestions.