The demand for multi-object tracking (MOT) in video analysis has increased significantly in many industries, such as live sports, manufacturing, and traffic monitoring. For example, in live sports, MOT can track soccer players in real time to analyze physical performance such as real-time speed and moving distance. Since its introduction...
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Published on: 2023-06-01
A critical component of business success is the ability to connect with customers. Businesses today want to connect with their customers by offering their content across multiple languages in real time. For most customers, the content creation process is disconnected from the localization effort of translating content into multiple target...
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Published on: 2023-05-31
Running machine learning (ML) workloads with containers is becoming a common practice. Containers can fully encapsulate not just your training code, but the entire dependency stack down to the hardware libraries and drivers. What you get is an ML development environment that is consistent and portable. With containers, scaling on...
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Published on: 2023-05-31
Posted by Arsha Nagrani and Paul Hongsuck Seo, Research Scientists, Google Research Automatic speech recognition (ASR) is a well-established technology that is widely adopted for various applications such as conference calls, streamed video transcription and voice commands. While the challenges for this technology are centered around noisy audio inputs, the...
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Published on: 2023-06-02
Posted by Ziniu Hu, Student Researcher, and Alireza Fathi, Research Scientist, Google Research, Perception Team Large-scale models, such as T5, GPT-3, PaLM, Flamingo and PaLI, have demonstrated the ability to store substantial amounts of knowledge when scaled to tens of billions of parameters and trained on large text and image...
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Published on: 2023-06-01
Posted by Petros Maniatis and Daniel Tarlow, Research Scientists, Google Software isn’t created in one dramatic step. It improves bit by bit, one little step at a time — editing, running unit tests, fixing build errors, addressing code reviews, editing some more, appeasing linters, and fixing more errors — until...
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Published on: 2023-05-31
Our goal is to facilitate the development of AI-powered cybersecurity capabilities for defenders through grants and other support....
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Published on: 2023-06-01
We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it...
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Published on: 2023-05-31
Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law....
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Published on: 2023-05-25
We sat down one on one with the new Slack CEO Lidiane Jones to learn more about what it's like taking over for a charismatic founder-CEO. After investing $28B in Slack, Salesforce bets on one of its own as new CEO by Ron Miller originally published on TechCrunch...
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Published on: 2023-06-04
A recent survey of founders indicates that even as startups take a closer look at their cloud spending, growth is still a priority. For startups, growth still trumps cloud cost control by Alex Wilhelm originally published on TechCrunch...
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Published on: 2023-06-04
Welcome back to The Interchange! If you want this in your inbox, sign up here. While there is always a lot going on in the world of fintech, this week felt a little subdued overall — at least when it came to funding rounds. But there was definitely still other fintech...
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Published on: 2023-06-04
In the recent Netwrix Hybrid Security Trends Report, it was revealed that 68 percent of organisations experienced a cyberattack within the last 12 months. More than four in 10 breaches (42 percent) originate through credential abuse, whether by external threat actors or malicious or negligent insiders. Moreover, privilege escalation is...
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Published on: 2023-05-31
The proliferation of short-form video content in recent years is nothing short of remarkable, captivating audiences across the globe—and it’s showing no signs of slowing down. This explosive growth is no accident or anomaly, but rather an indication of the shifting preferences of audiences, specifically those that skew younger. Still,...
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Published on: 2023-05-24
This article looks at what the evolution of AI means for business and society in general and things we can look forward to in the next decade. If you think of primitive humans, we have always as a society aimed to be “tool builders” as Steve Jobs famously said. He...
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Published on: 2023-05-24
Published on: 2023-06-04
Published on: 2023-06-04
Published on: 2023-06-04