Samsung Developer Convention 2024 (SDC24) Coming Up
Samsung Developer Convention 2024 (SDC24) is coming! This international occasion for builders, hosted by Samsung Electronics, will happen on October 3, on the San Jose McEnery Conference Heart, California, USA. Celebrating its tenth 12 months, SDC24 will provide periods on numerous matters and attention-grabbing exhibitions, in addition to the keynote presentation which is the top of the occasion. Numerous packages for attendees are additionally within the works together with meetups, Code Labs, and dinner events, so please keep tuned! SDC24 is open to everybody, freed from cost. For extra concerning the occasion, resembling participant registration and an unique lodge reservation web page for SDC24, see the hyperlinks under.
Non-Disruptive Cloud Infrastructure Improve Structure for Samsung Account
As an account service that connects over 60 companies and purposes in 256 nations all over the world, Samsung Account is a core factor of companies provided by Samsung Electronics. Samsung Account is used for authentication on cellular, wearable, TV, PC, and extra, and enhances buyer experiences at on-line shops like Samsung.com, in addition to offline shops.
The infrastructure and companies of Samsung Account have constantly advanced and improved, and it’s at present serving 4 areas, together with 3 international areas and China. Greater than 70 microservices make up Samsung Account, which is predicated on AWS EKS.
Nonetheless, managed companies resembling AWS EKS, whereas handy, have the disadvantage of needing to be upgraded when their help ends. Samsung Account has adopted multi-cluster structure for this function, and has efficiently upgraded EKS utilizing this structure. Study concerning the structure Samsung Account used to hold out the non-disruptive EKS improve below excessive site visitors.
Samsung IAP Subscription Acquired Extra Strong with New Options!
Now we have launched a brand new real-time notification service for builders and open API for subscriptions. Handle your clients and gross sales extra simply and effectively.
Actual-time developer notifications Check out the brand new real-time developer notifications. You’ll be able to add a URL to obtain notifications on purchases or refunds of in-app gadgets, or for subscription standing modifications of your subscribers. You may as well retrieve refunded gadgets or ship customized solutions to particular person customers in accordance with their standing modifications resembling unsubscribing, managing them in a custom-made approach.
Open API for subscriptions Builders can use “Galaxy Retailer Developer API” when they should immediately management their subscription product’s cancellation, refund, termination, and extra. They’ll additionally present choices for his or her subscribers to hold out these operations via their software or web site themselves.
Tutorial: Craft Adaptive UI for Android Purposes Utilizing Jetpack Compose
Because of the massive number of Android gadgets, supporting a number of display screen sizes and show modes is a necessity within the trendy Android software growth. Utilizing Android’s new adaptive library, you possibly can change the format of your software to help foldable and enormous display screen gadgets in portrait, panorama, split-screen and pop-up modes. Discover ways to create a constant and optimized person expertise throughout numerous display screen sizes and gadgets on this tutorial.
Introducing the Works with SmartThings (WWST) Take a look at Suite
At SmartThings, we’re dedicated to offering builders with the instruments they should create revolutionary and seamless good residence experiences. We’re excited to introduce our latest addition to the developer toolkit: the Works with SmartThings (WWST) Take a look at Suite.
The Take a look at Suite is designed to help our companions in certifying their gadgets as a part of the WWST certification course of. With Take a look at Suite, builders can simply check SmartThings integrations, get licensed quicker, and showcase their gadgets to tens of thousands and thousands of SmartThings customers. Click on the hyperlink under to be taught extra.
UPR-Web: Unified Pyramid Recurrent Community for Video Body Interpolation
Video body interpolation (VFI) is a basic low-level imaginative and prescient process that synthesizes non-existent intermediate frames between initially consecutive frames, taking part in a vital function in lots of sensible purposes together with novel view synthesis, video compression, cartoon creation, and so forth. The prevailing strategy of flow-guided synthesis is a well-liked framework for video body interpolation, the place optical move is estimated to warp enter frames first, after which the intermediate body is synthesized from warped representations. Nonetheless, it is not uncommon that the intermediate body is synthesized in a single move, presumably lacking the chance of refining imperfect synthesis for high-resolution and enormous movement instances.
This text introduces a brand new method for body interpolation referred to as Unified Pyramid Recurrent Community (UPR-Web). Solid in a versatile pyramid framework, UPR-Web exploits light-weight recurrent modules for each bi-directional move estimation and intermediate body synthesis. UPR-Web leverages the estimated bi-directional move to generate forward-warped representations for body synthesis at every pyramid stage, and permits iterative refinement for each the optical move and intermediate body, considerably bettering the interpolation robustness on massive movement instances. UPR-Web skilled on low-resolution information can obtain glorious efficiency on each low- and high-resolution benchmarks, in addition to with the ability to compete favorably with many strategies that depend on a lot heavier architectures, regardless of being extraordinarily light-weight. Study extra about UPR-Web on the Samsung Analysis weblog.
Object-Centric Illustration Studying for Video Scene Understanding
Video understanding is essential for numerous real-world purposes, resembling surveillance, autonomous driving, augmented actuality, and the metaverse. Depth-aware Video Panoptic Segmentation (DVPS) is a process designed to attain this aim of video understanding. Generally, all panoptic objects in a video may be categorized into foreground cases (issues), resembling individuals, vehicles, and many others., and background semantics (stuff), such because the sky, street, and many others. The DVPS process requires estimating the semantic class and 3D depth for all issues and stuff after which uniquely segmenting and persistently monitoring all gadgets within the scene. Prior strategies usually method the DVPS process as a multi-task studying downside, using a multi-branch framework, and deal with issues and stuff individually in a video. Nonetheless, this method requires intricate post-processing and falls brief in totally harnessing the relationships between totally different duties.
Now we have launched a unified object-centric pipeline referred to as Slot-IVPS to successfully leverage the connection between depth and semantic data. This system, integrating semantic and depth data for all panoptic objects inside a video, is the primary totally unified end-to-end pipeline for the DVPS process. It totally leverages the semantic and depth data with out requiring a number of separate representations or task-specific branches. The pipeline is validated on each DVPS and VPS duties, its efficiency surpassing the newest strategies. Study extra about this on the Samsung Analysis weblog.
Uniting Explainable and Connectionist Approaches for Visible Query Answering
Visible Query Answering (VQA) is a discipline of analysis that goals to develop strategies for answering pure language questions primarily based on the data supplied in given photos. It’s being utilized in many various areas together with human-machine interactions, robotics, schooling, healthcare, the metaverse, and many others. Most VQA strategies be taught to reply questions primarily based on the statistical correlations between multimodal inputs and their solutions. To be able to tackle the problem of superficial correlations between questions and solutions, latest research symbolize the visible data as a structured scene graph or convert the questions right into a program of executable neural modules.
On this article, we suggest a brand new methodology the place we be a part of explainable and connectionist modules for answering questions. This method affords sturdy visible reasoning and query answering with a novel structure that leverages question-guided consideration to mix explainable and connectionist approaches. The VQA efficiency is enhanced via the coaching and studying of the contributions of explainable and connectionist networks. Try the Samsung Analysis weblog to find out about this novel and high-performance method.
