Menu
IBM's new PowerAI tools automate image recognition

IBM's new PowerAI tools automate image recognition

New AI Vision software will make image recognition easier and faster for developers

IDG

IDG

IBM is trying to remove some of the complications related to image recognition with new tools to automate critical machine learning tasks.

A major update of the company's PowerAI tools has a feature called AI Vision, an auto tuner that makes it easy to identify and classify pictures. It will also speed up image recognition by breaking down tasks over multiple clusters.

AI Vision plays a big role in automating machine learning by creating a tuned model, said Sumit Gupta, vice president of machine learning.

The software abstracts machine learning, and developers don't need knowledge of low-level access to frameworks to tune, train, and deploy image recognition models. It's much like programming a game to take advantage of GPUs without deep knowledge of low-level APIs.

The software can speed up image recognition in cars or drones. It'll make it easy for companies to easily implement computer vision as they introduce AI into IT infrastructures.

One use of computer vision is in retail sales, to identify objects during checkout. Grocery stores are using it for checking the quality of products like fruits and vegetables.

Image recognition involves analyzing and classifying of pixels. The stronger the learning model, the better the image recognition capabilities. It's much like how humans learn, and the more exposure to a certain image -- like a cat -- the better a computer becomes at identifying it.

The AI Vision software provides the prerequisites of cutting images down to specific sizes and distributing them over large clusters. The software works with Caffe, TensorFlow, and other deep-learning frameworks packaged into the updated PowerAI.

The new software is a tool for data scientists, who provide accurate models for analytics.

PowerAI is designed to work with Power servers and Nvidia GPUs. Machine learning frameworks typically require the processing power of multiple GPUs. IBM currently sells servers with Power8 chips but will release Power9 servers later this year.


Follow Us

Join the newsletter!

Or

Sign up to gain exclusive access to email subscriptions, event invitations, competitions, giveaways, and much more.

Membership is free, and your security and privacy remain protected. View our privacy policy before signing up.

Error: Please check your email address.

Featured

Slideshows

Reseller News launches alumnae breakfast for Women in ICT Awards

Reseller News launches alumnae breakfast for Women in ICT Awards

Reseller News hosted the first alumnae breakfast for the Women in ICT Awards in New Zealand, designed to showcase the leading female leaders in the industry. Held at The Cordis in Auckland, attendees came together to hear inspiring keynotes and panel discussions, alongside high-level networking among peers.

Reseller News launches alumnae breakfast for Women in ICT Awards
Reseller News Innovation Awards 2018: meet the top performing partners

Reseller News Innovation Awards 2018: meet the top performing partners

Reseller News honoured the industry’s finest on a standout evening for the New Zealand channel, recognising the achievements of established partners, emerging players and innovative start-ups, in front of over 460 technology leaders in Auckland.

Reseller News Innovation Awards 2018: meet the top performing partners
Show Comments