Apple considers using ML to make augmented reality more useful

A patent from Apple suggests the company is considering how machine learning can make augmented reality (AR) more useful.

Most current AR applications are somewhat gimmicky, with barely a handful that have achieved any form of mass adoption. Apple’s decision to introduce LiDAR in its recent devices has given AR a boost but it’s clear that more needs to be done to make applications more useful.

A newly filed patent suggests that Apple is exploring how machine learning...

You can now buy AI technologies from TikTok

From the company’s owner, not your favourite TikTok influencer.

Behind every successful TikTok video is a bunch of clever algorithms helping to make it a viral sensation. The company’s owner, ByteDance, launched a new division last month called BytePlus which sells TikTok’s AI technologies.

Up for grabs is the recommendation algorithm behind the ForYou feed, computer vision tech, automatic speech-to-text and text-to-speech, data analysis tools, and...

MLCommons releases latest MLPerf Training benchmark results

Open engineering consortium MLCommons has released its latest MLPerf Training community benchmark results.

MLPerf Training is a full system benchmark that tests machine learning models, software, and hardware.

The results are split into two divisions: closed and open. Closed submissions are better for comparing like-for-like performance as they use the same reference model to ensure a level playing field. Open submissions, meanwhile, allow participants to submit a...

Enterprise AI platform Dataiku announces fully-managed online service

Dataiku has announced a fully-managed online version of its enterprise AI platform to help smaller companies get started.

The data science platform enables raw data to be converted into actionable insights through data visualisation or the creation of dashboards and also supports training machine learning models.

https://www.youtube.com/watch?v=XTBms2LeGII

“Accessibility has always been of the utmost importance at Dataiku. We developed Dataiku Online to address...

Fetch.ai announces partnership with IoT-focused distributed ledger IOTA

Cambridge-based AI startup Fetch.ai has announced a partnership with IOTA, an open-source distributed ledger focused on the Internet of Things.

Fetch.ai has caught the attention of investors for its potentially groundbreaking machine learning network of autonomous “agents” that can perform real-world tasks. It’s also caught our attention, making our list of innovative companies to watch in 2021.

IOTA was among the most hyped projects during the 2017...

Google launches fully managed cloud ML platform Vertex AI

Google Cloud has launched Vertex AI, a fully managed cloud platform that simplifies the deployment and maintenance of machine learning models.

Vertex was announced during this year’s virtual I/O developer conference and somewhat breaks from Google’s tradition of using its keynote to focus more on updates to its mobile and web development solutions. Google announcing the platform during the keynote shows how important the company believes it to be for a wide range of...

MIT researchers develop AI to calculate material stress using images

Researchers from MIT have developed an AI tool for determining the stress a material is under through analysing images.

The pesky laws of physics have been used by engineers for centuries to work out – using complex equations – the stresses the materials they’re working with are being put under. It’s a time-consuming but vital task to prevent structural failures which could be costly at best or cause loss of life at worst.

“Many generations of mathematicians...

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...

Opinion: Best practices for building an AI serving engine

One of the most critical steps in any operational machine learning (ML) pipeline is artificial intelligence (AI) serving, a task usually performed by an AI serving engine.

AI serving engines evaluate and interpret data in the knowledgebase, handle model deployment, and monitor performance. They represent a whole new world in which applications will be able to leverage AI technologies to improve operational efficiencies and solve significant business problems.

Best...

Five common use cases where machine learning can make a big difference

ai software development artificial intelligence developer here

While many industries are struggling amid the coronavirus pandemic, both the IT industry and the broader trend of transition to remote work have revealed many areas where traditional approaches to managing businesses create unnecessary waste. Still, data science and its subdivision - machine learning - reveal that such expansion is nearly limitless.

Machine learning uses powerful algorithms to discover insights based on real-world data that can then be used to make predictions...