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Intel Tech

·Pinned

Turn any video into a Van Gogh with BigDL

Authors: Ezequiel Lanza, Ruonan Wang In the last few years, neural networks have been making connections everywhere. From bacteria to satellite imagery, they work to replicate behavior of neurons in the brain with algorithms. Video processing is also a great use case. Algorithms developed in the 1980s are only now…

Open Source

6 min read

Turn any video into a Van Gogh with BigDL
Turn any video into a Van Gogh with BigDL
Open Source

6 min read


Pinned

Why You Need a Software Bill of Materials

This humble but important document is gaining importance. Software Bills of Materials, better known as SBOMs, sound dangerous but are meant to keep explosive surprises out of software packages. This humble but critically important document — sometimes compared to an ingredient list — is gaining importance. The uptick is due…

Sbom

7 min read

Why You Need a Software Bill of Materials
Why You Need a Software Bill of Materials
Sbom

7 min read


Published in

Intel Tech

·Pinned

BigDL Tutorial: Generate your own images from text with Stable Diffusion

Create original art with your laptop in just minutes. Authors: Ezequiel Lanza, Ruonan Wang If every technology has a season, artificial intelligence has hit “summer.” A crop of advancements in AI has led to the current flourishing in the discipline with lots of high expectations for the future. Computer vision is a prime example. Despite…

Stable Diffusion

7 min read

BigDL Tutorial: Generate your own images from text with Stable Diffusion
BigDL Tutorial: Generate your own images from text with Stable Diffusion
Stable Diffusion

7 min read


Published in

Intel Tech

·Pinned

Using Federated Learning to Combat Data Silos

Authors: Olga Perepelkina, Ezequiel Lanza Federated Learning is a type of machine learning that allows users to create predictive models with data stored on different devices or in different locations. This distributed approach enables organizations to use powerful analytics without sending sensitive data over the internet. Instead, the model parameters…

Federated Learning

5 min read

Using Federated Learning to Combat Data Silos
Using Federated Learning to Combat Data Silos
Federated Learning

5 min read


Published in

Intel Tech

·Pinned

Coming to SCaLE, our new podcast, OpenFL 1.5, dances with cores, Cloud Native Data Plane and more.

Intel Open Ecosystem Team Updates Southern California Linux Expo (SCaLE) is one of our favorite open source conferences — a community-run event that reminds us why we contribute and participate. This year, at the 20th anniversary, Arun Gupta VP & GM of Open Ecosystem Initiatives, will keynote on Saturday March 11. …

Open Source

2 min read

Coming to SCaLE, Open Intel podcast, OpenFL 1.5 and more…
Coming to SCaLE, Open Intel podcast, OpenFL 1.5 and more…
Open Source

2 min read


Published in

Intel Tech

·Updated Nov 16

Seamlessly Build, Ship, and Scale AI/ML Applications

Build, deploy, and scale AI/ML applications. Author : Neethu Elizabeth Simon, IT/ML Senior Software Engineer, Intel Widespread adoption of machine learning (ML) requires a systematic and efficient approach to building AI/ML pipelines. New tools are needed to streamline the process. Two new open source projects — AI Connect for Scientific Data (AiCSD)*, developed by Intel, and BentoML* — make it…

AI

6 min read

Seamlessly Build, Ship, and Scale AI/ML Applications
Seamlessly Build, Ship, and Scale AI/ML Applications
AI

6 min read


Published in

Intel Tech

·Updated Nov 3

The Power of Federated Learning with Synthetic Data: A Perfect Symbiosis for Speed and Performance

An experiment demonstrating the improvements in Federated Learning when utilizing Synthetic Data. In the rapidly evolving field of machine learning, federated learning offers a privacy-preserving method for training models on shared data across many collaborators who cannot share their data, typically for legal reasons (for example data protection laws, contractual…

Federated Learning

9 min read

The Power of Federated Learning with Synthetic Data: A Perfect Symbiosis for Speed and Performance
The Power of Federated Learning with Synthetic Data: A Perfect Symbiosis for Speed and Performance
Federated Learning

9 min read


Published in

Intel Tech

·Oct 31

Unlock the Potential of AI and Immersive Web Applications with WebGPU

Elevating Web Graphics and AI to New Heights Author: Yang Gu WebGPU is a new API that exposes modern GPU rendering and compute capabilities to the Web. Based on graphics APIs including Direct3D* 12, Vulkan*, and Metal*, WebGPU delivers a significant performance boost compared to its predecessor, WebGL*. It brings web computations and…

Web Development

6 min read

Unlock the Potential of AI and Immersive Web Applications with WebGPU
Unlock the Potential of AI and Immersive Web Applications with WebGPU
Web Development

6 min read


Published in

Intel Tech

·Oct 24

BigDL-LLM: Easily Optimize Your Large Language Model on Intel® Arc™ GPUs

Take advantage of open source BigDL-LLM’s recent support of GPUs Author : Guoqiong Song & Yang Wang We’re entering a new era of artificial intelligence (AI) driven by the emergence of large language models (LLMs), which are playing an increasingly important role in powerful applications such as customer service, virtual assistants, content creation, and programming assistance. Yet…

Llm

4 min read

BigDL-LLM: Easily Optimize Your Large Language Model on Intel® Arc™ GPUs
BigDL-LLM: Easily Optimize Your Large Language Model on Intel® Arc™ GPUs
Llm

4 min read


Published in

Intel Tech

·Oct 19

Demo: Quickly Build Your Vision-Enabled Self-Checkout Solution

Get to market fast with our reference implementation. Presented by Brian McGinn Automated self-checkout solutions are revolutionizing retail, but building an application that can scale requires a deep understanding of hardware and software. …

Computer Vision

5 min read

Demo: Quickly Build Your Vision-Enabled Self-Checkout Solution
Demo: Quickly Build Your Vision-Enabled Self-Checkout Solution
Computer Vision

5 min read

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Intel

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