Blog

During WWDC 2019, Create ML got its own independent identity. It’s like an origin story of some sort, giving way to a whole new range of capabilities. Create ML is now a separate application that’s shipped with Xcode 11.

Apple once again, through Create ML, showcases how serious they are about machine learning on mobile. Their recent advancements with the Create ML framework are a big boon for mobile machine learning developers, given that these improvements allow them to easily create their own models without much machine learning expertise.

Continue reading “Sound Classification on iOS Using Core ML 3 and Create ML”

What is OpenCV-Python?

OpenCV is an open source computer vision and machine learning library. It has 2500+ optimized algorithms—a comprehensive set of both classic and state-of-the-art computer vision and machine learning algorithms. It has many interfaces, including Python, Java, C++, and Matlab.

Here, we’re gonna tackle the Python interface.

Continue reading “OpenCV-Python Cheat Sheet: From Importing Images to Face Detection”

While working with a huge list of data, it’s often convenient to quickly go through the list by means of a scrollbar. As a matter of fact, while reading this article itself, you can see a scrollbar on the right side of the page, which you can use to quickly navigate to the end of the page.

This design pattern is quite common, and Android is no exception, as we can easily find numerous examples of scrollbars, especially when the content is being displayed in a list. Y

ou can see some examples of this below:

Continue reading “Adding fast scroll to RecyclerView in Android”

In the final part of our series (we’ve arrived!) we’ll add some polish to our game. To do this, we’ll refine our level by adding a menu system (main and pause menus), which is a necessary part of any game. We will also add background sound to our game.

Before proceeding forward, a quick recap. We started by learning Unreal basics—how to navigate and create a HUD (heads up display).

We also created some enemy AI and winning and losing mechanisms. We even tested the game on an Android device. These are core components of any mobile side-scroller game. In this final part we’ll polish our game so that it can be presentable.

Continue reading “Creating a side-scroller mobile game with Unreal Engine 4: Adding Menus and Sound”

Deep Learning requires a lot of computations. It typically involves neural network(s) with many nodes, and every node has many connections — which must be updated constantly during the learning. In other words, at each layer of the network, hundreds and thousands of identical artificial neurons perform the same computation.

Therefore, the structure of a neural network fits very well with the kinds of computation that a GPU (Graphic Processing Unit) can efficiently perform — which are designed to compute, in parallel, the same instructions.

Continue reading “The 5 Deep Learning Frameworks Every Serious Machine Learner Should Be Familiar With”