As its name implies, open source knows no bounds and extends even into proprietary hardware companies. Intel's use of open source for model optimisation showcases its ability to nurture a wide array of products in the rapidly expanding field of artificial intelligence and machine learning. This approach has not only showcased the potential of open source but has also established a brilliant business model within a proprietary ecosystem.
With its open visual inference and neural network optimisation (Open VINO) toolkit, tailored for developers, Intel trains computers to recognise patterns, quickly and accurately. Initially aimed at the computer vision market, this open sourced toolkit has expanded its versatility to optimise models to understand language or generate content (text or images) through artificial intelligence across various domains, including NLP, generative AI, and emerging large language models.
There is an abundance of open source toolkits in the field of deep learning and neural network optimisation. Whether it's Facebook's PyTorch for research, Keras for userfriendly applications, or Apache's
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Why Open Source Dependencies Must be Managed
Unmanaged reliance on open source software may result in a Support crisis over a project’s life span, as well as financial loss for the organisation. Planned and regular upgrades of open source software components are a must.
Openchain: Revolutionising Supply Chain Management
Openchain’s unique features cater specifically to enhancing supply chain management. This distributed ledger technology is helping to build a future where supply chains are more transparent, efficient, and secure.
Open Source, Private and Public Blockchain Platforms: What They Offer
Open source platforms play a crucial role in driving innovation and democratising access to blockchain technology. These platforms promise to have a significant impact on the future of society by offering a range of benefits.
Why Choose Hyperledger Sawtooth?
Hyperledger Sawtooth has earned a formidable reputation as a champion of modularity in the realm of enterprise blockchains. We delve into its components and functionalities, as well as the advantages it offers businesses seeking custom-crafted blockchain solutions.
The Metaverse and Blockchain Technology: What the Future Holds
The integration of the metaverse with blockchain technology has opened exciting possibilities for managing digital assets in virtual environments. As virtual worlds become increasingly immersive and interconnected, the need for secure and efficient asset management solutions has never been greater.
Machine Learning Basics for a Newbie
Machine learning is a vast and rapidly evolving field, and this article serves as a stepping stone for those new to the domain. Explore the fundamental concepts of machine learning, from understanding the differences between traditional programming and ML to delving into various types of machine learning algorithms.
The Evolution of Data Centres: From General-Purpose to Accelerated Computing
Data centres are being turned into modern-day factories for Al generation. It’s no surprise, therefore, that traditional general-purpose computing is making way for accelerated computing.
How Much Open Source Is Too Much Open Source?
Intel’s OpenVINO toolkit helps developers by streamlining code writing, freeing them to concentrate on other vital project aspects. Al Evangelist at Intel, Anisha Udayakumar, elucidates on OpenVINO's versatility.
APIs: Helping Applications Communicate and Collaborate
Application programming interfaces APIs) have become integral components that facilitate seamless communication and interaction between different software systems. They play a pivotal role in modern software development, contributing to interoperability, scalability, and innovation across diverse applications. We delve into the fundamentals of APIs, exploring their definition, functions, types, and the significant impact they have on the digital landscape.
Ensuring Ethics in AI and Mitigating Bias
As AI solutions proliferate, ensuring they are not biased with respect to gender, religion, financial status, etc, has become of paramount importance. The good news is that there is a lot of work being done on that front.
