Unity accelerates AI training with the release of synthetic datasets

Real-time 3D content creation platform Unity is releasing synthetic datasets with the aim of accelerating AI training.

The new Unity Computer Vision Datasets contain synthetic data which is generated to meet specific demands. Unity aims to break down the cost barrier typically faced in obtaining high-quality synthetic datasets.

Dr Danny Lange, SVP of Artificial Intelligence & Machine Learning at Unity, said:

“By creating a synthetic version of datasets...

State of ModelOps: 90% expect a dedicated budget within 12 months, 80% say risk-management is a key AI barrier

The first annual State of ModelOps report highlights some interesting trends about the real-world adoption of AI in enterprises.

Independent research firm Corinium Intelligence conducted the study on behalf of ModelOp and aims to summarise the state of model operationalisation today.

Stu Bailey, Co-Founder and Chief Enterprise AI Architect at ModelOp, said:

“As the report shows, enterprises increasingly view ModelOps as the key to ensuring operational...

EU regulation sets fines of €20M or up to 4% of turnover for AI misuse

A leaked draft of EU regulation around the use of AI sets hefty fines of up to €20 million or four percent of global turnover (whichever is greater.)

The regulation (PDF) was first reported by Politico and is expected to be announced next week on April 21st.

In the draft, the legislation’s authors wrote:

“Some of the uses and applications of artificial intelligence may generate risks and cause harm to interests and rights that are protected by Union law....

Featured: AI News’ list of innovative companies to watch in 2021

Companies around the world have ramped up their AI deployments over the past year. As with any emerging technology, AI has brought significant opportunities but also its fair share of challenges.

In this feature, AI News takes a look at some of the most innovative companies leading the way in maximising the opportunities while minimising the challenges of artificial intelligence deployments. In alphabetical order:

Affectiva

Affectiva is an MIT Media Lab spin-off...

AWS announces nine major updates for its ML platform SageMaker

Amazon Web Services (AWS) has announced nine major new updates for its cloud-based machine learning platform, SageMaker.

SageMaker aims to provide a machine learning service which can be used to build, train, and deploy ML models for virtually any use case.

During this year’s re:Invent conference, AWS made several announcements to further improve SageMaker’s capabilities.

Swami Sivasubramanian, VP of Amazon Machine Learning at AWS,...

TensorFlow is now available for those shiny new ARM-based Macs

A new version of machine learning library TensorFlow has been released with optimisations for Apple’s new ARM-based Macs.

While still technically in pre-release, the Mac-optimised TensorFlow fork supports native hardware acceleration on Mac devices with M1 or Intel chips through Apple’s ML Compute framework.

The new TensorFlow release boasts of an over 10x speed improvement for common training tasks. While impressive, it has to be taken in the context that the GPU...

NVIDIA chucks its MLPerf-leading A100 GPU into Amazon’s cloud

NVIDIA’s A100 set a new record in the MLPerf benchmark last month and now it’s accessible through Amazon’s cloud.

Amazon Web Services (AWS) first launched a GPU instance 10 years ago with the NVIDIA M2050. It’s rather poetic that, a decade on, NVIDIA is now providing AWS with the hardware to power the next generation of groundbreaking innovations.

The A100 outperformed CPUs in this year’s MLPerf by up to 237x in data centre inference. A single NVIDIA DGX A100...

Eggplant launches AI-powered software testing in the cloud

Automation specialists Eggplant have launched a new AI-powered software testing platform.

The cloud-based solution aims to help accelerate the delivery of software in a rapidly-changing world while maintaining a high bar of quality.

Gareth Smith, CTO of Eggplant, said:

“The launch of our cloud platform is a significant milestone in our mission to rid the world of bad software. In our new normal, delivering speed and agility at scale has never been more...

Full-stack AI solution SingularityNET switches Ethereum for Cardano

Full-stack AI solution SingularityNET is switching the Ethereum blockchain for peer-reviewed rival Cardano.

SingularityNET is a decentralised AI marketplace which has the ultimate goal of forming the basis for the emergence of the world’s first true Artificial General Intelligence (AGI).

One of the brightest and most respected minds in AI leads the SingularityNET project, Dr Ben Goertzel.

“Current speed and cost issues with the Ethereum blockchain have...

Nvidia and ARM will open ‘world-class’ AI centre in Cambridge

Nvidia is already putting its $40 billion ARM acquisition to good use by opening a “world-class” AI centre in Cambridge.

British chip designer ARM’s technology is at the heart of most mobile devices. Meanwhile, Nvidia’s GPUs are increasingly being used for AI computation in servers, desktops, and even things like self-driving vehicles.

However, Nvidia was most interested in ARM’s presence in edge devices—which it estimates to be in the region of 180...