Facebook bets big on Artificial Intelligence
San Francisco, May 3: After making deep investments in Artificial Intelligence (AI) technology, Facebook has announced the next version of its open-source AI framework for developers.
Called "PyTorch 1.0", the framework provides everyone in the AI research community with a fast, seamless path for building a broad range of AI projects.
"The technology in PyTorch 1.0 is already being used at scale, including performing nearly 6 billion text translations per day for the 48 most commonly used languages on Facebook," the company announced during its F8 developer conference in San Jose on Wednesday.
The AI research and engineering teams at Facebook have successfully trained an image recognition system on a dataset of 3.5 billion publicly available photos, using the hashtags on those photos in place of human annotations.
"This new technique will allow our researchers to scale their work much more quickly, and they've already used it to score a record-high 85.4 per cent accuracy on the widely used 'ImageNet' benchmark," Facebook said.
The "PyTorch 1.0" toolkit will be available in beta within the next few months, making Facebook's state-of-the-art AI research tools available to everyone.
"With it, developers can take advantage of computer vision advances like 'DensePose', which can put a full polygonal mesh overlay on people as they move through a scene- something that will help make AR camera applications more compelling," the company said.
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Punjab minister Sanjeev Arora sent to 7-day ED custody
New Delhi/Gurugram (PTI): A court in Gurugram has sent Punjab's Industries Minister Sanjeev Arora to seven days of ED custody in a money laundering case, officials said on Sunday.
Arora, 62, was arrested on Saturday evening from his official residence in Chandigarh by the Enforcement Directorate (ED) in a GST fraud case following raids against him.
The central agency had also searched the premises of a company linked to Arora, Hampton Sky Realty Ltd, in Gurugram. The company said it had faith in the legal process and was fully cooperating with all the statutory authorities.
Arora was brought by the ED sleuths to Gurugram, Haryana, from Chandigarh by road, the officials said.
The special Prevention of Money Laundering Act (PMLA) court in Gurugram sent Arora to seven-day ED custody. The agency had sought his 10-day remand, they said.
The minister's lawyer told reporters that the ED registered the case on May 5 and arrested Arora on May 9. He claimed this was a "politically motivated" case.
According to the ED, the probe under the PMLA pertains to "fake" GST purchases of mobile phones worth more than Rs 100 crore and subsequent exports to "round trip" alleged illegitimate funds from Dubai to India.
The agency alleged that multiple fake GST purchase invoices were acquired from "non-existing" firms in Delhi to falsely claim Input Tax Credit (ITC).
Punjab Chief Minister Bhagwant Mann and Aam Aadmi Party (AAP) supremo Arvind Kejriwal condemned the ED action, accusing the Centre of using agencies like the ED and the Central Bureau of Investigation as "weapons" to scare opposition leaders into joining the BJP.
The BJP hit back, saying Kejriwal and his party were rattled as they knew that "their days are numbered in Punjab".
