The FBI Just Admitted It Bought US Location Data
Rather than obtaining a warrant, the bureau purchased sensitive data—a controversial practice that privacy advocates say is deeply problematic.
New insights into training dynamics of deep classifiers
A new study from researchers at MIT and Brown University characterizes several properties that emerge during the training of deep classifiers, a type of artificial neural network commonly used for classification tasks such as image classification, speech recognition, and natural language processing.
Artificial intelligence (AI) reconstructs motion sequences of humans and animals
Imagine for a moment, that we are on a safari watching a giraffe graze. After looking away for a second, we then see the animal lower its head and sit down. But, we wonder, what happened in the meantime? Computer scientists have found a way to encode an animal’s pose and appearance in order to …
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AI vs regular artists in a nutshell
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Stability AI Acquires Init ML, Makers of Clipdrop Application
Stability AI’s First Acquisition Furthers Its Goal Of Delivering The Most Advanced Creative Applications With Its Open Source Generative AI Models. Stability AI, the world’s leading open source generative AI company, announces that it has acquired Init ML, makers of the globally popular imaging tool Clipdrop. The deal bolsters Stability AI’s drive to build best-in-class …
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Handwritten Digit Recognition with LeNet5 Model in PyTorch
A popular demonstration of the capability of deep learning techniques is object recognition in image data. The “hello world” of object recognition for machine learning and deep learning is the MNIST dataset for handwritten digit recognition. In this post, you will discover how to develop a deep learning model to achieve near state-of-the-art performance on …
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Palantir nie jest brokerem danych (Palantir Explained, #1)
(An English-language version of this post can be read here.) Palantir jest często określany jako “tajemnicza firma”. Jest w tym określeniu ziarno prawdy. Od dwóch dekad współpracujemy z instytucjami o najwyższych standardach poufności, nie wyłączając dziedzin takich jak obronność i bezpieczeństwo narodowe. Charakter tej współpracy często wymuszał na nas zachowanie milczenia, również wtedy, gdy w mediach …
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Data ingestion pipeline with Operation Management
by Varun Sekhri, Meenakshi Jindal, Burak Bacioglu Introduction At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. Several of these algorithms aim to improve different manual workflows so that we show the personalized promotional …
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Announcing the ICDAR 2023 Competition on Hierarchical Text Detection and Recognition
Posted by Shangbang Long, Software Engineer, Google Research The last few decades have witnessed the rapid development of Optical Character Recognition (OCR) technology, which has evolved from an academic benchmark task used in early breakthroughs of deep learning research to tangible products available in consumer devices and to third party developers for daily use. These …
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Hosting YOLOv8 PyTorch models on Amazon SageMaker Endpoints
Deploying models at scale can be a cumbersome task for many data scientists and machine learning engineers. However, Amazon SageMaker endpoints provide a simple solution for deploying and scaling your machine learning (ML) model inferences. Our last blog post and GitHub repo on hosting a YOLOv5 TensorFlowModel on Amazon SageMaker Endpoints sparked a lot of interest …
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