Tag: object

Feed: Recent Announcements. You can now use the Amazon S3 Object Ownership setting, Bucket owner enforced, to disable access control lists (ACLs) in the AWS China (Beijing), AWS China (Ningxia), and AWS GovCloud (US) Regions, simplifying access management for data stored in S3. When you apply this bucket-level setting, every object in an S3 bucket is owned by the bucket owner, and ACLs are no longer used to grant permissions. As a result, access to your data is based on policies, including AWS Identity and Access Management (IAM) policies applied to IAM identities, session policies, Amazon S3 bucket and access ... Read More

Feed: Top Blog Posts. Author: Andrea Manero-Bastin. This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and accurate object detection systems are rising in demand. These systems involve not only recognizing and classifying every object in an image, but localizing each one by drawing the appropriate bounding box around it. This makes object detection a significantly harder task than its traditional computer vision predecessor, image classification. Fortunately, however, the most successful approaches to object detection are currently extensions of image classification models. A few months ... Read More

Feed: Top Blog Posts. Author: Andrea Manero-Bastin. This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and accurate object detection systems are rising in demand. These systems involve not only recognizing and classifying every object in an image, but localizing each one by drawing the appropriate bounding box around it. This makes object detection a significantly harder task than its traditional computer vision predecessor, image classification. Fortunately, however, the most successful approaches to object detection are currently extensions of image classification models. A few months ... Read More

Feed: Top Blog Posts. Author: Andrea Manero-Bastin. This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and accurate object detection systems are rising in demand. These systems involve not only recognizing and classifying every object in an image, but localizing each one by drawing the appropriate bounding box around it. This makes object detection a significantly harder task than its traditional computer vision predecessor, image classification. Fortunately, however, the most successful approaches to object detection are currently extensions of image classification models. A few months ... Read More

Feed: Recent Announcements. Amazon S3 introduces a new S3 Object Ownership setting, Bucket owner enforced, that disables access control lists (ACLs), simplifying access management for data stored in S3. When you apply this bucket-level setting, every object in an S3 bucket is owned by the bucket owner, and ACLs are no longer used to grant permissions. As a result, access to your data is based on policies, including AWS Identity and Access Management (IAM) policies applied to IAM identities, session policies, Amazon S3 bucket and access point policies, and Virtual Private Cloud (VPC) endpoint policies. This setting applies to both new ... Read More

Feed: Recent Announcements. You can now build event-driven applications using Amazon S3 Event Notifications that trigger when objects are transitioned or expired (deleted) with S3 Lifecycle, or moved within the S3 Intelligent-Tiering storage class to its Archive Access or Deep Archive Access tiers. You can also trigger S3 Event Notifications for any changes to object tags or access control lists (ACLs). You can generate these new notifications for your entire bucket, or for a subset of your objects using prefixes or suffixes, and choose to deliver them to Amazon EventBridge, Amazon SNS, Amazon SQS, or an AWS Lambda function. S3 ... Read More

Feed: Cloudera Blog. Author: Rakesh Radhakrishan. Posted in Technical | October 15, 2021 5 min read As organizations wrangle with the explosive growth in data volume they are presented with today, efficiency and scalability of storage become pivotal to operating a successful data platform for driving business insight and value. Apache Ozone is a distributed, scalable, and high performance object store, available with Cloudera Data Platform Private Cloud. CDP Private Cloud uses Ozone to separate storage from compute, which enables it to handle billions of objects on-premises, akin to Public Cloud deployments which benefit from the likes of S3. Ozone ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: John Levis. Object detection technology is crucial in AI [artificial intelligence] because it allows the computer to ‘view’ the environment by identifying objects in videos or visual images. Object detection aims to develop a computational model that offers the most basic information like what and where of the objects.  Object detection working It is performed in two ways - Image processing Image processing is a traditional method that does not need historical data or supervision. Pros No need for annotating images [for supervised training data was labeled manually]. Cons It has ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Neera Agarwal. Object detection brings up several challenges in pattern recognition and computer vision, such as identifying and detecting various objects, and finding the location of each object in overlapping images. In object detection, the “object” is identified by the image given as input and “location” of that object is traced. Currently, there exists several algorithms that analyze the input image and provide output in terms of the detected objects, where each of them is associated with the class label as well as location (having all the coordinates of the bounding ... Read More

Feed: Planet MySQL; Author: Frederic Descamps; In part 1 of the series about Point-in-Time Recovery in OCI MDS, we saw how to stream the binary log to Object Storage. In this blog post, we will see how we can restore the data up to certain point. The high level process is simple: we need to restore the last backup just before the point we want to return to find the last GTID that was executed in that backup (not 100% mandatory but can accelerate the process) choose what is the objective: just skip one transaction (following transaction could depend on ... Read More