Unveil the Secrets of How AI Works On Your Mobile
“Artificial intelligence is the new electricity." - Andrew Ng, Co-founder of Coursera and Adjunct Professor at Stanford University
And fortunately, this electricity has reached your smartphone.
Smartphone AI powers your device. It enhances your photos, predicts your next words as you type, recognizes your face to unlock it, identifies the scenes when you open the camera, suggests playlists, and even helps manage your battery life. This invisible future technology has already become an integral part of your mobile phone experience, quietly improving your daily interactions with it.
But how AI works in mobile? How AI makes your phone "smart" enough to recognize your face, understand your voice commands, or suggest the perfect playlist for your mood? In this blog, we'll explore how AI works in mobile and explore the capabilities of this fascinating technology- smartphone AI.
The Core of How AI Works in Mobile
To comprehend how AI works in mobile, we need to examine the key components that enable smartphone AI to function:
Mobile Processors
Processors are the powerhouse of mobile phones that also define how AI works in mobile. Modern smartphones are equipped with advanced processors, enabling efficient smartphone AI computations. For instance, Qualcomm's Snapdragon processors include dedicated AI processing units (NPUs) designed specifically for handling machine learning tasks. These specialized future technology chips allow your phone to perform complex AI operations quickly and efficiently, without draining the battery of the smartphone.
Sensors
Sensors are another important part that ensures how AI works in mobile. Smartphones come with an array of sensors including cameras, microphones, and accelerometers. These sensors collect data for smartphone AI applications. For instance, cameras capture images that AI algorithms analyze for facial recognition or augmented reality applications. The smartphone AI microphone enables voice recognition, while the accelerometer in the smartphone helps AI understand your movement patterns for fitness tracking or gesture controls.
Machine Learning Frameworks
To ensure smartphone AI works effectively, mobile devices utilize machine learning frameworks such as TensorFlow Lite, Core ML, ONNX, etc. These machine-learning frameworks help to optimize models for performance while minimizing battery consumption, ensuring that smartphone AI features run smoothly on your device.
AI Mobile Applications
Several AI-empowered mobile applications work in smartphones smoothly, helping you experience the uses of future technology - AI. How AI works in mobile also depends on the type of mobile applications you use. Some popular smartphone AI applications include Google Assistant uses Natural Language Processing (NLP) and machine learning to understand and respond to voice commands, fitness apps that analyze data from built-in sensors and your inputs to track health metrics and provide insights, music apps that understand your patterns to suggest podcasts, albums, songs, etc.
Data Processing Capabilities
How AI works in mobile highly relies on the data processing capabilities of the device. The data capabilities assist smartphone AI to perform tasks. It can be of two types: local processing and cloud processing. Small AI tasks are often performed with local data processing quickly, called on-device AI. However, complex data processing relies on cloud-based processing, allowing mobile devices to access powerful computing resources when needed.
Now that you know the fundamental components of how AI works in mobile, let's how this future technology can integrate into your daily lives to enhance your experience.
Live Smarter with the Applications of Smartphone AI
Smartphone AI is like your true best friend who keeps a schedule of important events for you to guide you to live a healthy lifestyle with its vast applications.
Some of the key applications of future technology ‘AI’ in your daily life are:
1. Personal Voice Assistant
Smartphone AI-equipped personal voice assistants use natural language processing (NLP) to turn your words into actions. It is an all-knowing genie living on your phone, ready to help. You can start using the smartphone AI voice assistant feature for solving your queries, assisting you in playing songs, learning sports scores, and more. Do you know? Personal voice assistant AI is the most used AI-powered feature. According to a PwC survey, a whopping 71% of people would rather talk to their phone than type.
2. Image Recognition
Smartphone AI cameras are not only for selfies anymore. It’s something that can create albums, memory updates, and more. For instance, Google Photos can automatically organize your and your loved pictures into albums. It can create monthly memories, send you reminders about your last year's activities, and more.
3. Conversation Partner
A chatbot mobile application acts as your conversation partner with whom you can discuss anything from complex topics to understand it easily to plan a solo trip. The Smartphone AI chatbots using NLP (Natural Language Processing) and ML (Machine Learning), understand your queries, respond in the way you want, and discuss your queries without getting tired.
4. Predictive Text and Autocorrect
Knowingly or unknowingly, you must have used this AI feature of auto-correct several times. Maybe while chatting with your friends, making notes, or even searching on your device, this autocorrect smartphone AI feature corrects the spelling errors. The smartphone AI does this after learning your typing patterns.
5. Click Pictures with Smartphone AI Cameras
Future technology like smartphone AI is revolutionizing photography. The AI-equipped smartphone camera suggests angles for better photography, blurs backgrounds to get portrait pictures, in night mode, turns darkness into light (almost), automatically detects scenes, and adjusts settings for better clicks. The smartphone AI camera also recognizes hand gestures to click pictures.
6. Helps in Building Health
Smartphone AI-equipped health applications act as personal trainers suggesting you drink water, count your footsteps, monitor your heart rate, and remind you to breathe deeply when you're stressed. Some health apps even detect your health conditions, follow your period cycles, exercise, and more.
7. Learn Finance
Smartphone AI applications also help in learning about finances like mutual funds, the stock market, IPOs, etc. With an AI-equipped app, you can also learn about which stock market you should invest in, predict market conditions, and others.
8. Save Your Mobile Phone Battery
The smartphone AI guides your mobile activity like a guardian reminding you of your battery uses, phone unlock time, etc. It also suggests you turn off the battery mode, when needed, analyzing your usage patterns.
Glance : A Smarter Way to Explore the Power of Smartphone AI
Glance is a pre-installed lock screen feature on popular Android phones, especially to enhance your experience with the device. It is an advanced lock screen feature, equipped with AI, delivering personalized curated news articles, entertainment updates, and lifestyle tips directly to your lock screen.
This smartphone AI analyzes your preferences, interests, and behaviors to deliver the content that matters to you the most.
The dynamic interaction of Glance smartphone AI turns your graphically animated, Glance will draw the user in and ensure that information is easily digestible. Moreover, its continuous learning capacity allows for the updating and improvement in recommendation made by the AI to keep the content both relevant and engaging as the users' preferences change with time.