Author: Fritz

By now, you are probably familiar with the concept of “smart reply” features. In many messaging applications nowadays, you’ll see a list of suggested replies when you receive a message. And this makes it easier to respond without thinking about what you’re going to say—especially when the reply is obvious.

You can easily add Smart Reply to your mobile apps. like chat-app, Reviews, with the help of Google’s API, via its on-device machine learning framework ML Kit, which allows you to easily add this capability to your projects.

Continue reading “On-Device Smart Replies on Android using Google’s ML Kit”

It’s really important to work and develop your code in a trusted and isolated environment—an environment that’s easy to set up and lets you start working on your project right away.

Continue reading “How to Create a Reliable Python Environment Using Docker: Tips for Data Science”

While writing an article or creating a YouTube video, have you ever encountered a problem where you want to use a certain image, but its resolution is too low and unclear, so you have to use a less suitable but more crisp image?

Machine learning-based super resolution might be the solution to this problem.

In its essence, super resolution in machine learning refers to models that take a low-resolution image as input and produce an upscaled, clear, high-resolution image as the output.

Continue reading “Introduction to Super-Resolution Machine Learning Models”

Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, whether natural or artificial. It’s an emerging field of biologically-inspired artificial intelligence based on the behavioral models of social insects such as ants, bees, wasps, termites, etc.

All swarm intelligence agents have two properties in common:

Continue reading “Artificial Bee Colony Algorithm”

In the previous articles of this series on developing Flutter application with TensorFlow Lite, we looked at how we can develop Digit Recognizer with Flutter and TensorFlow Lite, Image Classification with Flutter and TensorFlow Lite, Object Detection with Flutter and TensorFlow Lite, Turning the Mobile Camera into a Real-Time Object Detector with Flutter and TensorFlow Lite and Implementing Real-Time Pose Estimation on Mobile Using Flutter.

Continue reading “Implementing Real-Time OCR Using Flutter”

The Flutter SDK allows you to build Android, iOS, web, and desktop apps from a single codebase. This is done using platform-specific features as well as media queries, and it enables developers to ship applications faster. Flutter also offers close- to-instant feedback with the hot reload feature, enabling you to iterate quickly on your application.

In this piece, we’ll cover the fundamental concepts you need in order to start working with Flutter.

Continue reading “The Flutter Architecture”