In this analysis, we use a K-nearest neighbors (KNN) model to conduct crop segmentation, and we compare these results with ground truth imagery on an agricultural region. Our results reveal that the classification from the KNN model is more accurately representative of the state of the current crop field in...
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Published on: 2023-09-29
This post is co-written with Ilan Geller and Shuyu Yang from Accenture. Enterprises today face major challenges when it comes to using their information and knowledge bases for both internal and external business operations. With constantly evolving operations, processes, policies, and compliance requirements, it can be extremely difficult for employees...
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Published on: 2023-09-28
We’re excited to announce that Amazon SageMaker Canvas now offers a quicker and more user-friendly way to create machine learning models for time-series forecasting. SageMaker Canvas is a visual point-and-click service that enables business analysts to generate accurate machine learning (ML) models without requiring any machine learning experience or having to write a...
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Published on: 2023-09-28
Posted by Zhengqi Li and Noah Snavely, Research Scientists, Google Research A mobile phone’s camera is a powerful tool for capturing everyday moments. However, capturing a dynamic scene using a single camera is fundamentally limited. For instance, if we wanted to adjust the camera motion or timing of a recorded...
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Published on: 2023-09-28
Ramnath Kumar, Pre-Doctoral Researcher, and Arun Sai Suggala, Research Scientist, Google Research Deep neural networks (DNNs) have become essential for solving a wide range of tasks, from standard supervised learning (image classification using ViT) to meta-learning. The most commonly-used paradigm for learning DNNs is empirical risk minimization (ERM), which aims...
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Published on: 2023-09-28
Posted by Michał Januszewski, Research Scientist, Google Research The human brain is perhaps the most computationally complex machine in existence, consisting of networks of billions of cells. Researchers currently don’t understand the full picture of how glitches in its network machinery contribute to mental illnesses and other diseases, such as...
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Published on: 2023-09-26
Published on: 2023-09-25
We are beginning to roll out new voice and image capabilities in ChatGPT. They offer a new, more intuitive type of interface by allowing you to have a voice conversation or show ChatGPT what you’re talking about....
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Published on: 2023-09-25
We’re announcing an open call for the OpenAI Red Teaming Network and invite domain experts interested in improving the safety of OpenAI’s models to join our efforts....
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Published on: 2023-09-19
Streamers are leaving Kick en masse in protest of the platform’s lack of safety guidelines, after a prominent creator streamed an encounter with a sex worker without informing her that there were other people present. She was briefly prevented from leaving after she expressed discomfort, while Kick’s CEO posted laughing...
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Published on: 2023-09-30
Volkswagen’s $2.1 billion plan to launch a dedicated electric-vehicle factory in Wolfsburg, Germany is kaput. The automaker instead reportedly plans to modify its existing plants in Zwickau and Wolfsburg to handle production of a new flagship EV — the postponed Project Trinity — and an all-electric Golf hatchback. This tracks...
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Published on: 2023-09-29
Welcome to Startups Weekly. Sign up here to get it in your inbox every Friday. You know what isn’t a great idea for my energy levels? Enjoying a week of TechCrunch Disrupt and then getting straight on a plane to attend a startup event in Oslo, Norway. I’ve only just...
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Published on: 2023-09-29
Fraud is on the rise across the board. But nowhere is it, perhaps, more prevalent right now than in business lending. The problem became increasingly evident during the Covid-19 pandemic when the UK government lost £4.9 billion to loan fraud. And it shows no signs of abating any time soon....
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Published on: 2023-09-28
E-Commerce has been a game-changer for some businesses. Technology has made transactions far more efficient and secure than trading offline, making it easier and quicker to buy and sell goods almost anywhere in the world. Yet, E-Commerce has also disenfranchised millions of businesses in emerging markets and developing economies (EMDEs)....
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Published on: 2023-09-28
The rapid progress of artificial intelligence (AI) has revolutionised our lives and work, leveraging breakthroughs in large-scale machine learning and natural language processing. With innovations like ChatGPT, we are witnessing the emergence of true “intelligence” that was once confined to the realm of science fiction. However, a significant challenge remains...
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Published on: 2023-09-28
Published on: 2023-09-30
Published on: 2023-09-30
Published on: 2023-09-30