PinnedGeorge MountainBias in AI Solutions: Why most AI Models are useless in practical scenariosThe buzz around AI is palpable in both literature and the media, and there is a surge of AI applications in various fields such as computer…Sep 1, 20222Sep 1, 20222
PinnedGeorge MountainSOME PRACTICAL QUESTIONS TO ASK BEFORE EMBARKING ON ANY AI PROJECT: A MUST KNOWThe purpose of this article is to educate you on the factors to consider before embarking on any AI project, whether it is a research…Nov 28, 2022Nov 28, 2022
George MountainSimple Guide to Implementing Effective API Rate Limiting — FastAPI, Redis, Docker.Have you ever tried downloading a file from a popular file-sharing website on a free plan, only to be told after a couple of downloads…Aug 23Aug 23
George MountainWhat You Might Not Know: Training YOLO Models with Callback Functions — A Complete Guide with…Most of us might be familiar with how to train computer vision models such as the popular YOLO models and even know how to make…Apr 26Apr 26
George MountainBuilding a Multi-Container AI Background Removal App with FastAPI, Nginx, Docker and RMBG v1.4Sometimes, we may need to remove the background from our images or photos for various reasons such as photo editing or professional…Mar 22Mar 22
George MountainDeveloping a Data Annotation Verification Tool for Computer Vision and AI Model TrainingAs computer vision or AI engineers, there are instances where we delegate dataset annotation tasks to others or even outsource this process…Feb 231Feb 231
George MountainFull Stack AI Engineer Interview Questions (Take Home Project) Solved…Image by AuthorFeb 9Feb 9
George MountainBuilding a User-Friendly Installable Computer Vision Image Processing Desktop App with Python: A…Consider developing a computer vision desktop application that is simple to install and remove on your PC. In this tutorial, we’ll dive…Jan 3Jan 3
George MountainShare Apps running in your Local Server to other people with Ease: Visual Studio Code’s New Port…Have you ever found yourself in a situation where you’re working on developing a web application or software. You need to share it with…Sep 8, 2023Sep 8, 2023
George MountainDisparities of Data in Data Engineering: Overview and Technical DirectivesData is an essential component of our daily lives. Various distributions of data must be analyzed in data engineering in order to gain…May 18, 2022May 18, 2022
