How To Make A Slot Machine Game For Android

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Machine learning (ML) is a programming technique that provides your apps the ability to automatically learn and improve from experience without being explicitly programmed to do so. This is especially well-suited for apps that utilize unstructured data such as images and text, or problems with large number of parameters such as predicting the winning sports team.

Android supports a wide variety of machine learning tools and methods: The ML design guides, Google's turnkey machine learning SDK ML Kit, TF Hub for finding pre-built cutting edge models, TF Lite Model Maker to train an existing model with your own data, and ML Kit custom models and Android Studio for integrating these models into your app. The choice is yours.

Design for Machine Learning

Similar to other technologies, applying machine learning as a solution requires product managers, designers and developers to work together to define product goals, design, build and iterate. Google has produced two guides in this area:

  • The People + AI Guidebook provides best practices to help your team make human-centered AI product decisions.
  • The The Material Design for Machine Learning spec contains a collection of design guidelines and patterns for machine learning-powered features such as object detection and barcode scanning.

Build and Train a Model

Machine learning requires a model that's trained to perform a particular task, like making a prediction, or classifying or recognizing some input. You can select (and possibly customize) an existing model, or build a model from scratch. Model creation and training can be done on a development machine, or using cloud infrastructure.

How To Make A Slot Machine Game For Android

Explore pre-trained models

TensorFlow Hub contains a large repository of TensorFlow Lite models from Google and the wider research community that are optimized to run on Android. There are two model collections worth highlighting which works well with Android inference tooling:

  • ML Kit Image Classification Collection which is designed to work with ML Kit Image Labeling and Object Detection and Tracking APIs.
  • Android Studio ML Model Binding Collection contains models that are compatible with Android Studio 4.1 beta's ML model binding feature.

In addition, other pretrained models are available through ML Kit and Google Cloud. Read more about them in the next section.

Learn how to create your own models with TensorFlow

Firebase AutoML Vision Edge offers a graphical interface for producing custom classifiers.

For a deeper hands-on development experience, you can use these TensorFlow resources:

  • TensorFlow Lite Model Maker is designed to make common custom models easy. It currently covers:

Inference

Inference is the process of using a machine learning model that has already been trained to perform a specific task.

A key decision you’ll face as an Android developer is whether inferencing runs on the device, or uses a cloud service that's accessed remotely. Here are some of the issues you should take into account when making this decision:

IssueOn-device inferenceCloud-based inference
LatencyLower latency enhances the realtime experienceAsynchronous communication and available bandwidth can affect latency
ResourcesThe particular device's resources, like processing power and storage, can limit performanceCloud-based resources are more powerful and storage is more plentiful
Offline/OnlineThe ability to operate offline is a plus for running with poor or non-existing network infrastructureA network connection is required
CostBattery usage, model download time for end usersBandwidth for data transfer for end users, computing charges for developers
PrivacyUser data never leaves the deviceData may leave the device, additional precautions may be necessary

The following table shows the available development options for each kind of inference:

On-device inferenceCloud-based inference

ML Kit

Custom TensorFlow Lite Models

If you have downloaded a model from TensorFlow Hub or have trained an image classifer with TensorFlow Lite Model Maker you can implement it in one of two ways depending on the composition of the input image. If it contains:

  • A scene or the object you are trying to detect takes up most of the input image, e.g. a landmark, use image classifier function in:
    • ML Kit Image Labeling for Custom Model, or
  • A particular object among many different objects in the frame, e.g. detecting a product in a busy supermarket, use ML Kit Object Detection and Tracking for Custom Model

For non-image classifier use-cases, refer to the TensorFlow Lite example apps on how to implement custom TensorFlow Lite models in various use cases ranging from Style Transfer to Question and Answer.

Firebase ML

Use AutoML Vision Edge to train your own custom vision model on Google Cloud and run the resulting model on Android

Firebase ML

Google Cloud APIs

  • Cloud Video Intelligence - Labelling, scenes and explicit content detection
  • Cloud Vision - Labelling, OCR, explicit content detection
  • Cloud Natural Language - extract entities, sentiments, syntax from text

Deployment

Deployment is the process of packaging and updating your ML model for use on Android when doing on-device inference. There are three options available:

Include the model with your Android app
Your model is deployed with your app like any other asset. Updates to the model require updating the app. There are two ways you can add a model to your app:
  • Include the model in the app's APK file. This is the most basic option.
  • Include the model in an Android App Bundle and use feature modules.
Provide the model at runtime
This enables you to update your model independently of your app. This also makes A/B testing easier. You can serve your custom model using the Firebase ML Custom Modelsfunction or host the model download with your own infrastructure.
A combination of both
It is not unusual for developers to package an initial version of their model with their Android app so that user does not need to wait for their model to download while updating the model to a new version.

For selected pre-trained ML Kit models, namely text recognition and barcode scanning, developers can use the shared model provided by Google Play Services resulting in smaller APK sizes.

Developer Stories

Making the impossible possible

Adding ML to your Android app opens up a new way to build applications that were too difficult to get right in a wide variety of conditions (such as reliable barcode scanning) or that were not even previously possible (for example, image detection and text sentiment).

Lose It!

Lose It! is a weight loss calorie tracker app. It helps you lose weight by logging all the food you eat so you know how many calories you have consumed. Lose It! uses the ML Kit text recognition API to scan nutrition labels to pull in the data when users are entering a new food that isn’t in their library.

How

PlantVillage

PlantVillage helps farmers detect diseases in Cassava Plants. Penn State University and the International Institute of Tropical Agriculture uses their custom TensorFlow models running offline on mobile devices to help farmers detect early sign of plant diseases.

Fishbrain

The Fishbrain app provides local fishing maps, forecasts, and connects millions of anglers. Fishbrain uses ML Kit Custom Model to deliver updated custom TensorFlow Lite models.

Developed by IGT, Lobstermania 2 is an exciting slot that features 5 reels and 40 paylines. The slots’ full name is Lucky Larry’s Lobstermania 2, and it comes with rewarding bonus features and three fixed jackpots. As you might suppose it’s the prequel for Lobstermania 3. The biggest jackpot can reward you up to 50,000x credits. The payouts are also high, considering it is a medium-high variance game with a return to player rate of 96.52%. Here you can start your bet at 0.6 coins per spin while for high rollers, you can wager at 600 coins per spin across all devices from desktop to mobile devices.

Lobstermania 2 Slot Review

If you have played its predecessor, you will notice that Lobstermania 2 is almost similar; the only difference is that this slot has a lot to offer in terms of features and bonuses. This new version stays true to the original musical score and graphics, but the icons and casing have been added a modern touch. Similar to the earlier version, the background scene is set against the ocean’s coastal shore.

Bespoke Features Designed to Boost Your Chances of Winning

The Lobstermania 2 slots offer you a slightly larger interface that the first version, since in this case, you will not only have 5 reels and 40 paylines, but there are four rows in action which offers you more chances to form winning combinations. It is, however, essential to note that the setup is explained as being 40 lines + features. Ideally, the game features cannot be customised, which means that you will be betting on the same amount. However, you have the option to alter your bet on these lines.

Some of the features that you should seek to utilise include:

Lucky Lobster Wilds

The game has two wilds available on the reels both of which feature the game’s own logo but come with different background colours. The first wild symbol is a super Wild that comes with an orange background and is the most rewarding. If you land five of this wild on a payline, your initial stake will be multiplied by 133.33 times. This symbol will replace all other ordinary symbols on the reels except for the Lucky Larry Bonus symbol. The other regular wild features a blue background and substitutes all other symbols on the reels apart from Lucky Larry Bonus symbol and the super Wild.

Jackpot Scatter Wins

Slots with progressive jackpots are among the most loved slots among players, and Lobstermania 2 is among them. This slot comes with a progressive jackpot that keeps you motivated to play while seeking to hit it. During the game, base symbols will come engraved with the word jackpot, and if you are lucky to hit three or more of these symbols on consecutive reels, you are awarded a jackpot multiplier. The number of jackpot symbols determines the amount won.

  • Three jackpot symbols trigger the light jackpot featuring a 2,500x multiplier of your earnings.
  • Four jackpot symbols trigger the Full jackpot featuring a 10,000x multiplier of your earnings.
  • Five jackpot symbols trigger the Mother Lode jackpot featuring a 50,000x multiplier on your earnings.

Multiplier Feature

This game also comes with a feature known as the Multiplier Feature. You will have access to two types of multipliers, X5 and X3. If you are lucky to land a symbol with either of the multipliers on a winning line, your payout will be multiplied by the amount on display. Notably, multiplier symbols only appear on the third reel of the slot.

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Bonus Picker

The bonus game is triggered after hitting three or more Lucky Larry Bonus symbols across the reels. Here, you get to choose either Lucky Larry’s Bouy Bonus 2 or Lucky Lobster’s Free Spins Bonus.

Lucky Larry’s Bouy Bonus

This is just an enhanced version of the original of Buoy Bonus where you are required to select your preferential fishing location. You can choose either Brazil, Australia, or Maine. Depending on your selected location, you will be offered either 2, 3, or 4 picks. And for every buoy you select, you can pull 2-4 lobsters, and each of these lobster comes with a multiplier attached between X10 up to X575. If you are lucky enough to pull the Golden Lobster, you will trigger the Sub-Bonuses which are determined by where you are in the world. The Sub-Bonuses are categorised into three depending on your regions as highlighted below.

  • Australia – the Kangaroo Bonus is revealed, and you are allowed to choose from a field of Kangaroos in a field. You can win up to x800 of your stake.
  • Brazil – the Octopus Bonus is revealed. You will choose from several treasure chests held by an octopus. Here, you can win up to x1,000 of your stake.
  • Maine – the Pelican Bonus is revealed. Here you get to choose your preferred pelicans to have a chance to win up to x625 of your stake.

Lucky Lobster’s Free Spins Bonus

How To Make A Slot Machine Game For Android Emulator

This is a simple free spins bonus round where you are awarded at least 5 free spins. Although this feature does not have jackpot or multiplier features, you still have the chance to re-trigger the feature for up to 240 spins. Even better, there are chances of winning huge if you land the three Lucky Larry Bonus symbols across the reels during the free spins round. In this case, you will not only be awarded 5 free spins, but you also have a chance to win a whopping jackpot of 50,000 credits.

Tip
Since this slot comes with numerous features, you should seek to utilise Lucky Larry’s Bouy Bonus feature since it lasts longer, which increases your chances of winning.

Increase Your Chances of Winning

The game is stacked with numerous features to help boost your chances of winning. This does not come as a surprise since it is a medium-high variance slot. Even better, there are progressive jackpots that can be hit in the base game. As outlined above, these jackpots are highly rewarding, and you should always look out for these symbols on the reels.

Actually, the jackpots aren’t the only base game features to keep an eye on since there are also multiplier symbols. There are 5X and 3X multipliers which when they appear on a winning line, will give a boost on your payout. As if this is not enough, the Lobstermania 2 slot comes with an additional pair of bonus features that are activated when you land 3 or more Bonus symbols anywhere on the reels. With the pair, you are given a chance to choose between the Lucky Larry’s Bouy Bonus 2 or the Lucky Larry’s Free Spins. Ideally, IGT has ensured that you have various options to boost your wins, which makes the game even more interest. Better still, the high resolution of the graphics and animations, as well as the incredible soundtrack, will keep you entertained all day long.

Demo Version and Real Money Play

As a new player, or if this is your first time playing the Lobstermania 2 slots, it is advisable to explore the game in the demo version before risking with real money. This allows you to familiarise yourself with the free Lobstermania slots. All the features available when playing for real money are available in the demo version; the only difference is that you cannot withdraw any winnings made when playing for free. For cash winning, create an account, deposit some funds, and get spinning.

Lobstermania 2 on Mobile Devices

Lobstermania slots are now available in HTML format and can be accessed on all Android and iOS devices without the need for downloads. This allows you to play on the go and better yet, you can set your spin on auto mode, which means that you don’t have to monitor the game manually. The graphics, visuals, and animations, as well as all the features, are optimised to ensure they are compatible in all screen sizes.

Is Lobstermania 2 Worth Playing?

IGT has ensured that all slot enthusiast have a must-play game that features an impressive progressive jackpot. Lobstermania 2 is a 5 reel 40 paylines slot and a medium-high variance. You can set your wager with as little as 0.6 coins up to a maximum of 600 coins per payline. It has an RTP of 96.52%, and numerous bonus features which include Lucky lobster wilds, jackpot scatter wins, multiplier feature, and the bonus picker. With the bonus picker, you can either opt for the Lucky Larry’s Bouy Bonus or the Lucky Lobster’s Free Spins Bonus. Lucky Larry’s Bouy Bonus is the most preferred since it has an extended play, which gives you more chances to win; it is also highly rewarding. If you chose the latter, you would be rewarded 5 free spins and although there are no jackpots or multipliers during the free spin round, you can re-trigger the feature up to 240 spins.

FAQ

Frequently asked questions about the Lobstermania slot:

📌 How to Play Lobstermania 2?

This is a 5 reel and 40, and you can start your bet with as little as 0.6 coins. The maximum wager per line is 600 coins. Use the relevant +/- buttons located below the “Coin Value” section to adjust the value of your wager. Here you can choose your coin value between 1 credit up to 10 credits, which is the maximum level. More details on how to play this slot are explained above.

📌 Lucky Larry’s Bouy Bonus or the Lucky Lobster’s Free Spins Bonus, What to Choose?

Both of the two bonus features are rewarding. However, with Lucky Larry’s Bouy Bonus, you have extended gameplay, which increases your chances of winning. In this round, you get to explore other bonus features such as jackpots and multipliers, which is not the case with the Lucky Lobster’s Free Spins Bonus which only offers you 5 free spins.

📌 What Is The Return Payout Percentage Of Lobstermania 2?

This is a medium-high variance slot with an RTP range of 92.84% – 96.52%.

📌 Is There a Jackpot at Lobstermania 2?

The slot has a jackpot with three types levels:

  • Light Trap – when you land three jackpot scatter symbols you are awarded 2,500X your winnings.
  • Full Trap – when you hit four jackpot symbols, you are rewarded 10,000X.
  • Mother Lode jackpot – when you land five jackpot scatter symbols, you get 50,000X.

📌 Where to Play Lobstermania 2?

You can play this slot from any online website that offers IGT Slots.

📌 What Is the Difference Between Lobstermania 2 and its Predecessors?

If you have played the earlier versions of this game, you will realise that it is quite similar to the predecessors only that it comes in a modernised version. The features, graphics, and visuals have been highly redesigned to give you an incredible gameplay environment. This version also comes with 4 added rows added to the layout of 40 lines. Better yet, it also has highly rewarding bonus features all designed to increase your chances of winning.

📌 Can I Play Without Downloading?

How To Make A Slot Machine Game For Android Windows 10

Yes, you can access the game using any web browser without the need to download it. It is also available in an instant to play mode if you are using your mobile device. You only need to use the web browser of your mobile device.

📌 Can I Play on My Tablet?

How To Make A Slot Machine Game For Android Phone

The slot is available in HTML version which makes it accessible on all Android and iOS devices. Thus, you can play it on your smartphone and tablet as well. The graphics, features, and visuals are compatible with all screen sizes.