Modality refers to how a particular subject is experienced or represented. Our experience of the world is multimodal—we see, feel, hear, smell and taste things. Multimodal deep learning tries to link and extract information from data of different modalities. Just as the human brain processes signals from all senses at once, a multimodal deep learning model extracts relevant information from different types of data in one go.(more…)
Cloud Development Kit (CDK), an Infrastructure as Code (IaC) framework, lets you define cloud resources using your favorite programming language and create CloudFormation (declarative programming model based on JSON or YAML files) template out of it. This means you can get started quickly if you have work experience in AWS and proficiency in any of the programming languages like TypeScript, Python, C#, or Java.
Hang on and I’ll show you in a bit how quickly you can create and deploy a CDK app.(more…)
Rarely do we use proxies on our personal devices to access anything. But when you are developing an app for a client, and they want only whitelisted IPs to access their server, you will have to set up a proxy. You can set up a proxy for all network traffic or a specific set of network calls (for example, requests from within an app).
Let me walk you through the steps to configure proxy settings for your Mac or iPhone globally.(more…)
Jetpack Compose, the much-awaited UI toolkit from Google, is finally production-ready. With the power and flexibility of the declarative UI paradigm and access to low-level animation APIs, it is about to take the Android developer experience to a whole new level.(more…)
Many data security and privacy regulations apply to organizations using Adobe Campaign. In addition to complying with state-mandated regulations, organizations also choose to implement the ISO/IEC 27001 global security standard as a best practice. ISO-27001/27002, a supplement to this standard, recommends forcing password reset at periodic intervals. Since Adobe Campaign usually has plenty of operators, identifying and resetting each password can be a tedious task. Let me show you how to reset operator passwords at one go using Adobe’s SOAP methods.(more…)
Video tracking applications are becoming commonplace with a growing number of use cases such as perimeter surveillance, asset tracking, medical imaging, and traffic violation monitoring. One of the problems that a developer must tackle while building a video tracking application is server overload.(more…)
Regardless of the many technological leaps made over the past decade, firms in the healthcare, insurance, and finance sectors still deal with a staggering amount of paperwork. Because of the lack of unified data platforms, it is still a common practice to use paper documents when there is a need for ad hoc data transfer between organizations. This is especially true in the case of insurance companies in India, which require you to attach medical records from hospitals with the claim request forms.(more…)
Adopting an architecture that meets specific user requirements during setup, you can guarantee optimal performance from your Amazon Redshift cluster. Let us take a look at some of the architectural choices that are available to manage workload and steer clear of outages.(more…)