1. Google ARCore
ARCore is Google’s tool for augmented reality (AR) app development. ARCore uses various APIs to help the user’s device track its motion and position, understand and detect its environment and estimate the environment’s lighting conditions.
The tool’s lighting detection means your virtual object can be lit under the same conditions as its environment, and its ability to detect vertical and horizontal feature points allows you to place virtual objects on flat planes. ARCore is platform-specific to Android, meaning you’ll have some work ahead of you to make your AR experience work cross-platform.
2. Apple ARKit 2
ARKit 2 lets you provide AR experiences that allow multiple users to participate simultaneously. It also allows users to stop the app and resume it later in the same state.
In addition to 3D object recognition, ARKit also supports 2D object recognition for items like posters or signs. The limitation of ARKit, like ARCore, is that it’s platform specific, working off Apple’s native XCode codebase.
Wikitude can augment multiple images simultaneously and can also recognize, track and augment 2D images.
Pricing: Subscription plans range from around $2,800 USD/year to more than $5,000 USD/year.
Vuforia is primarily for enterprise applications in industries like aerospace, electronics, healthcare and automotive manufacturing. It touts itself as providing enterprise solutions to manufacture, train and service more efficiently.
Vuforia Studio allows developers to integrate existing 3D CAD and animated sequences into AR apps. Vuforia Engine allows for cross-platform development of AR apps. The tools let developers build AR apps for mobile and digital eyewear devices, including the Microsoft HoloLens.
Pricing: For companies with revenue under $10 million USD/year, Vuforia offers a one-time $499 USD package for access to standard functionality, or a $99 USD/month Cloud subscription that enables developers to create a large and dynamic set of target images.
ARToolKit is an open-source C and C++ library of AR software that works cross-platform. It provides a simple framework for creating AR apps by algorithmically tracking to calculate the device’s camera position relative to physical markers. This allows for fast, real-time AR applications.
ARToolKit is distributed for MacOS, Windows, Linux and SGI IRIX.
Best animation tools for mobile app development
Flare integrates with Flutter to create animations for your apps. You can draw and animate directly in Flare, or you can import pre-existing vector art in SVG or PSD.
Flare also provides some easy animation tools like skeletal animations, which allow you to add a structure of moving joints to vector and raster images. You can also create interactive buttons and icons that run in real time. Best of all, it easily integrates into Flutter.
2. Adobe After Effects
While After Effects doesn’t offer the all-in-one integration of some other animation tools, its versatility makes it worthy of consideration.
Pricing: After Effects is available as a single app for $20.99 USD/month or as part of the full Creative Suite for $52.99 USD/month.
3. Kite Compositor
Kite Compositor is an animation and prototyping tool for Mac and iOS. It uses a simple drag and drop interface and generates native Swift or Objective-C code. It can also build animations for different interfaces, such as the Apple Watch. Plus you can import designs from Sketch or Adobe XD.
Pricing: $99 USD
Origami Studio is a prototyping tool built and used by designers at Facebook. It allows you to import design assets from Sketch. You can then assign actions to layers for user actions, such as a tap on the device’s screen. Origami allows you to easily add transitions between pages and actions on your app.
It’s important to remember, though, that Origami is a prototyping tool. It’s a good tool for designing the look and feel of your app, but you’ll still have coding work ahead of you to make it a reality.
Best AI tools for mobile app development
1. ML Kit by Google
ML Kit is a mobile-optimized machine learning development kit. Its base APIs include functions like face detection, optical character recognition, image identification, barcode scanning and landmark detection. Google is also developing a chatbot function for the kit. ML Kit also works cross-platform on iOS and Android devices.
Google is continuing to develop and add new base APIs to the toolkit to cover more use cases. It also supports existing TensorFlow Lite models. It’s built to work within Google’s Firebase development console.
2. Core ML 2
Core ML 2 is Apple’s machine learning app development kit that allows machine learning models to run locally on the user’s device, meaning your app can apply machine learning cases regardless of the user’s network connection.
Because Core ML runs locally, it relies on pretrained models and decision trees. Unlike ML Kit, it doesn’t work cross-platform.
3. Microsoft Cognitive Services
Cognitive Services work with Microsoft Azure to deliver a set of APIs and SDKs to allow developers to build AI into their apps without an extensive knowledge of data science. The APIs on offer fall into five main categories: vision, speech, language, search and knowledge.
The vision APIs analyze images and videos; the speech APIs aid with speech recognition; the language APIs help your app understand the intent behind user language; the knowledge APIs deliver relevant research from scientific journals and the search APIs apply machine learning to Bing searches.
Pricing: Azure Cognitive Services has a rather unique pricing model that charges based on transactions for different APIs. You can find the full pricing chart here.
Caffe2 is Facebook’s contribution to artificial intelligence tools for developers. The platform uses native and interchangeable Python and C++ APIs. It integrates with Visual Studio, Android Studio and Xcode.
The tool leverages community contributions to build new algorithms. It also offers access to a “model zoo” with pre-trained machine learning models.
OpenCV, or the Open Source Computer Vision Library, is focused on visual machine learning. It’s used for facial recognition, object identification, finding similar images in databases, extracting 3D models of objects in images and a host of other features.
The tool allows you to work in Java, C++ and Python and supports iOS and Android. It also integrates with TensorFlow and PyTorch.
Pushwoosh lets you craft, segment and personalize push notifications to keep your users engaged. It also offers in-app messaging services, deep linking and location-based push notifications.
The service gives you access to advanced analytics, lets you create A/B tests to trial new marketing strategies and offers tools to track conversion and discover your audience segments.
Pricing: Pushwoosh has a range of plans, from its free Start Up subscription to its Marketing subscription starting at $125.95 USD/month. It also offers an enterprise solution.
2. App Radar
App Radar aims to help you push your app to top store pages using detailed analytics of how users are finding your app and apps like yours. Its “App Store Optimization” gives you keyword rankings and offers optimization suggestions to tailor your app description for maximum visibility. It even tells you the keywords your competitors are using.
The tool also allows you to push updates for multiple apps simultaneously, both in the Apple App Store and Google Play.
Pricing: Subscriptions start at $99 USD/month and run up to $599 USD/month, depending on the number of apps you’re looking to manage.
HARO, or Help a Reporter Out, is actually aimed at journalists. It connects journalists with sources who can provide commentary on a range of issues. But it’s also a tool for people wishing to provide commentary and promote their brands.
You can register on HARO as a source and you’ll receive three daily emails with source requests relevant to your industry. If you see one that you can provide commentary on, while also promoting your app, you reply to a masked email address with answers to the journalist’s questions and a bio with contact information.
Pricing: HARO offers several subscription models for sources, ranging from a free model to a $149 USD/month premium model that allows unlimited keyword filtering.
Clickky monetizes your app by placing relevant, high-performing ads in your content. You choose the ad type and format and then integrate the code into your app. You can also exchange ads with other app developers for free.
Clickky also offers robust analytics tools to show you how much your app is earning in real time.
Pricing: Clickky offers a free trial. Pricing for its enterprise solution is only available on request.
5. App Annie
App Annie is the gold standard in monitoring information about your mobile app. Think of it as Google Analytics for apps. You can analyze app market trends by downloads and revenue, keep an eye on competitors and evaluate top monetization strategies.
App Annie also lets you search for keywords to optimize your app description, monitor competitors’ ad campaigns and view the best ad platforms across different regions.
Pricing: App Annie offers a free model with limited functionality. The pricing for its premium model is only available on request.
This content was originally published here.