Personalized generated images with custom styles or objects — On 22 Aug 2022, Stability.AI announced the public release of Stable Diffusion, a powerful latent text-to-image diffusion model. The model is capable of generating different variants of images given any text or image as input. Please note that the … model is being released under a Creative ML OpenRAIL-M license…

Fine-tuned mBERT/DistilmBERT and export to ONNX for inference — Previously, I have written an article on text classification using spaCy in Python. The architecture and concept behind spaCy is simple yet good enough for most use cases. In fact, I have used it extensively in some of my projects. For example, profanity and advertisement classification. However, the existing architecture…

One step forward, one step back — On 24 Nov 2022, Stability.AI announced the public release of Stable Diffusion 2.0, a big update to the previous version with breaking changes. At the time of this writing, it has received mixed reactions from the community. …

An open-source graph database for information retrieval — By reading this article, you will learn about the fundamental concepts behind NebulaGraph, an open-source graph database. Based on its official documentation, NebulaGraph is “… a distributed, fast open-source graph database featuring horizontal scalability and high availability. It is a database that specializes in storing vast graph networks and retrieving…

Understand how CDN works Today, we will be discussing content delivery networks (CDNs). A CDN is a distributed network of edge servers that facilitates the delivery of web content to users across the globe. Traditionally, most companies rely on a single origin server and scale it horizontally to support their…

Transferring files via streaming endpoints — By reading this piece, you will learn to setup your own gRPC client and server for file uploading/downloading in Python. For your information, gRPC is known as Remote Procedure Call, a modern open-source to connect devices, mobile applications and browsers to backend services. At its core, it comes with the…

Find out if you should use SAST in your project In 2017, The Open Web Application Security Project (OWASP) released a report on the Top 10 most critical web application and API security risks faced by the developers worldwide. For your information, OWASP is a … non-profit organization that aims…

Identify security bugs in your Java code In this piece, you will learn to carry out SAST (static application security testing) in your Java application using SpotBugs. SAST is essential in tackling the following problems: source code vulnerabilities late diagnosis of problems lack of root-cause analysis SpotBugs is an open-source…