Generative AI is very exciting technology. It's like having a robot apprentice who can learn how to make art, music, and more! However, it still takes a lot of data, computing power, and learning for AI to match the creative abilities of people. But generative AI is getting better every day as it studies more examples of human creativity. The most amazing thing is that AI is not just copying work made by humans. It is able to take what it has learned and come up with new patterns, combinations, and innovations. Generative AI will help make art and content that has never been seen before!
Open-source generative AI
The code used to create open-source generative AI is available for everyone to look at, change, and use to build new things. It is not kept a secret by one company. Open source is about sharing and working together. Some examples of open-source generative AI projects are:
■ RunwayML: This helps people create new drawings, sounds, and videos with AI. You can change the code to customise the AI art!
■ StyleGAN: This AI makes realistic fake human faces. The code is public so new things can be generated.
■ Magenta: A tool from Google to make music with AI. You can build on it to train the AI in new ways.
■ TensorFlow: This popular programming library lets anyone build all kinds of AI models. Generative Als are created with it.
Some other cool open-source projects are GAN Lab, Mimetic, Lexica, and VQGAN. The code for all these is free to use and change! The benefit of open source is that anyone can learn from these projects, make them better, and create new innovations. You may be asking yourself, "Why should I choose open-source generative AI over closed-source?" The key advantage of open-source generative AI is the collaborative and transparent nature of its development.
This story is from the March 2024 edition of Open Source For You.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the March 2024 edition of Open Source For You.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber? Sign In
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.
Kubernetes: A Dependable and Popular Platform
Kubernetes is more than just a tool; it serves as a robust platform, streamlining the deployment of applications, as well as their scaling and operation in various environments.
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.
Languages for AI/ML: A Quick Look at Python, R, and Julia
We explore three open source languages used for Al/ML—Python, R, and Julia—highlighting their key features and advantages. You will get to know the diverse options these offer for A/ML development, so that you can select the right language for your project.
The Cost of Inaction: Exploring the Consequences of Ignoring lloT Security Risks
As Industrial loT IloT) integration surges, so do security concerns. Let’s delve into the rising threat landscape and the role of the security model in fortifying lloT defences and safeguarding critical infrastructure.
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.
Open Source Tools for Generative Al: An Introduction
Open source generative Al tools are software programs and libraries that enable users to generate creative and novel output using Al algorithms. They are smart and powerful, and enable various forms of content generation.
PHP Geek, FOSS Enthusiast, CTO and a Paediatrician
‘PHP geek, free and open source software enthusiast, CTO chief technical officer) of SANIsoft’ that’s how Dr Tarique Sani likes to describe himself. He’s qualified to be a paediatrician, but his love for open source has turned him into a geek for the past two decades and more. He recalls the good old days...
The Transformative Impact of Generative AI on Organisations
Generative Al is impacting organisations for the better. End users, company employees, developers and operations teams are all benefiting from it.
"Open source allows us to lower costs, accelerate delivery, and customise solutions to meet the market's fast-paced demands"
Open source is crucial for cost reduction and accelerated delivery of tailored solutions to meet market demands. At OSI 2023, OSFY’s Yashasvini Razdan got a chance to speak to Dr Biswajit Mohapatra, Head, Customer Solutions at Amazon Web Services, who spoke about how open source empowered businesses with flexibility, experimentation, and agile methodologies for genuine customer satisfaction.