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Hot Topics of AI : Voice, Image, Social Media and Text Analytics

We are living in the age of evolving Artificial Intelligence. Here everything is data, so there is an enormous opportunity of getting intelligent from each aspect of life/business.

Having worked on spreadsheets and relational databases for a decade, I can confidently say that we have to go beyond it if we care to be more intelligent than ever. This need is being manifested in every business, and its super set human activities.

Image, audio, social media and documents have been and will be main area of AI applications. So, we have to get ready to dig out those unstructured data so as to get meaningful insights.In this pursuit, I developed APIs for each hot area of AI.

First, let us start from voice based application. We have to care about voice based intelligence so as to do things more easily than ever. Here I would like to show an API where you can change the color of plot, title of the plot, size of points and even you can add a (local polynomial) regression line just by your voice

We are in the process of building smart image recognition system with/without google vision API. Here I would like to share an API meant for editing and viewing any image

Document reading has been a tedious task for most of us, specially compliance officers, risk managers and any sort of document readers. So, I developed an API to summarize pdf/document with help of NLP/LSA .

Sentiment tracking has been an essential work of any marketing team /strategy team. You must be aware of how people perceive your product/service/event, public sentiment score, its change with time and who talks to whom on social media. Here is the social media API for that purpose.

Real time monitoring/Sensor data visualization has been very important component of smart healthcare, smart building management and smart home. Here is the API

Please feel free to give your kind suggestions.

 

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Bringing Interfaces to Life: The role of animation in UI and UX

Interfaces are everywhere. The user experience encompasses the overall experience a user has while interacting with a product or service. Animation, in the context of UI and UX design, involves adding motion to these visual elements to create a more engaging and intuitive user experience. Animation may serve a functional purpose by guiding users or providing feedback.

Think of motion as a design tool in your UX journey. It should help achieve the user’s goals or contribute in some way to enhance the experience. Animation shouldn’t be distracting or excessive. In other words, if it gets in the way of the user accomplishing a task or takes up more seconds for what should be a quick task, then it becomes unnecessary and annoying.

One common example of animation in UI design is the loading spinner. Instead of staring at a static screen while waiting for a page to load, a spinning animation lets users know that something is happening in the background. This simple animation helps manage user expectations and reduces frustration.

Introducing animations to the interface serves a psychological purpose as well. One aspect involves ensuring users remain informed throughout their interaction, minimizing ambiguity. Uncertainty can lead to user anxiety; for instance, if a page is loading without any interface feedback, incorporating a micro animation can be beneficial in providing reassurance. Although not all problems may need animations, adding them increases their appeal.

In recent years, several applications have pushed the boundaries of animation in UI and UX design. One notable example is the Duolingo app, which uses playful animations and interactive elements to make language learning fun and engaging. Interactive animations can gamify the user experience, making mundane tasks more engaging and Duolingo has used this to its advantage. Another example is the Headspace app, which employs calming animations and transitions to create a serene user experience. 

Let’s look at Duolingo’s application which embraces animation to engage the user’s attention. It keeps users hooked and gives them the comfort of gamification. This not only makes the information more visually appealing but also helps users quickly understand the current stage. It keeps the user hooked throughout the level with its cute animations.

Credits: Kim Lyons 

Additionally, captivating animations can also serve to promote and enhance the appeal of your product. 

Micro-animations extend beyond just the gamification of applications; they can also be leveraged to enrich the aesthetics and express the essence of your product. They contribute to making your website feel more alive and interactive, elevating the overall user experience.

UI/UX

In essence, animation in UI and UX design is not merely about adding visual flair, it’s about creating meaningful interactions that enhance user engagement and satisfaction. From improving usability to expressing brand identity and personality, animation has the potential to transform digital interfaces into dynamic and memorable experiences. Whether it’s guiding users through a process or providing feedback animation, it has the power to elevate the overall user experience. Next time you witness animation appreciate the magic that brings it to life, you might just be amazed by its impact.

About the Author: 

Shivani Shukla is a Senior UI & UX designer at Mantra Labs. It’s been a while since she started her journey as a designer. Updating her knowledge and staying up to date with the current trends has always been her priority.

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