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Top 5 Open Source AI Solutions for Image Processing

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A few decades or even years ago, self-driving cars and computers with a human-like vision were just a figment of the fantasy writer’s imagination. But today, Artificial intelligence (AI) technologies allow cars to drive safely across busy streets and computers to interpret pictures almost like humans do.

Developers have made impressive progress on how to implement AI on image processing tasks. Furthermore, image processing solutions with AI are widely used in various fields, from medicine to law enforcement to cybersecurity and retail.

AI and machine learning make it possible for the machines to inherit new functionalities through the process of learning. Similarly to small kids, machines can gain the ability to acquire and understand visual information by processing massive amounts of images. To process so much data faster without compromising the final result, developers use image processing models based on machine learning and deep learning algorithms.

In particular, image processing and computer vision solutions use deep learning for accomplishing such complex tasks as:

  • Image classification
  • Object recognition
  • Object tracking
  • Image generation
  • Image retrieval

To implement some computer vision functionalities into your product, you’ll need a large set of tools and resources: image datasets, libraries with code samples, frameworks for creating and training deep learning models. Fortunately, there are a lot of open-course services that you can use to make machine learning less of a mystery and ease the development of your own AI-based image processing solution.

Below, we take a closer look at the five best open source image processing solutions that you can apply to your projects:

  • OpenCV
  • TensorFlow
  • Keras
  • Caffe
  • Google Colab

Let’s get started!

OpenCV

Open Source Computer Vision Library (OpenCV) is one of the most popular open source services for image processing. It’s a free computer vision library that you can use to perform various image processing tasks:

  • Image acquisition
  • Image compression and decompression
  • Image enhancement and restoration
  • Image denoising
  • Image segmentation
  • Data extraction, and more

The library includes numerous algorithms and functions as well as special modules aimed at image processing tasks. Starting from the library version 3.1, there’s also a deep learning module for building and training deep learning models.

With this module, you can use OpenCV to extract features from processed images, and then apply a machine learning model using one of the supported machine learning frameworks.

As of today, OpenCV supports a number of popular frameworks, including TensorFlow, PyTorch, and Caffe. The list of supported types of neural networks includes convolutional, deconvolutional, and recurrent neural networks.

The library is written in C++ and supports C++, Java, Python, and MATLAB interfaces.

TensorFlow

TensorFlow is an open-source machine learning framework created by Google. Initially, the project was started for research purposes of the Google Brain team. Today, however, TensorFlow is widely used by both small startups and large companies such as Dropbox, Intel, and Twitter.

You can use TensorFlow to process different types of data, but in relation to image processing, this framework works best for:

  • Image classification
  • Image recognition
  • Image segmentation
  • Image to image translation (pix2pix)

TensorFlow includes a set of libraries for creating and training custom deep learning models and neural networks. The framework supports Jupyter notebooks and provides a style guide with recommendations on writing readable, consistent code.

TensorFlow supports several popular programming languages, including C++, Python, Java, Rust, and Go. However, you can install third-party bindings for other languages, such as Ruby, Scala, or PHP.

Keras

Keras is an open-source Python library for creating deep learning models. It’s a great solution for those who only begin to use machine learning algorithms in their projects as it simplifies the creation of a deep learning model from scratch. Keras is easy to manage and it is suitable for fast and simple prototyping of different types of neural networks.

The library was built on TensorFlow and is currently fully integrated into the framework. This means that you can write your deep learning model in Keras, as it has a much more user-friendly interface, and then easily implement a specific functionality or feature from TensorFlow in this model.

Keras can also be deployed on top of other popular AI frameworks such as Microsoft Cognitive Toolkit and Theano.

Caffe

Convolutional Architecture for Fast Feature Embedding (Caffe) is an open-source framework that can also be used for creating and training popular types of deep learning architectures. You can use Caffe to accomplish such tasks as image classification, segmentation, and recognition.

Caffe is written in C++ but it also has a Python interface. The framework supports both CPU- and GPU-based accelerated libraries such as NVIDIA cuDNN and Intel MKL. The framework also has a special database, Caffe Model Zoo, containing a set of pre-trained deep learning models. As of today, it offers four BAIR-trained models:

  • BAIR Reference CaffeNet
  • BAIR Reference R-CNN ILSVRC-2013
  • BAIR AlexNet
  • BAIR GoogLeNet

Model Zoo also includes a number of community models trained by other Caffe users. As for the types of supported neural networks, Caffe works best with convolutional neural networks (CNN) and feedforward networks. At the same time, it’s not the best choice for training recurrent neural networks.

In 2017, Facebook launched Caffe2, an open-source framework for training and deploying deep learning models. And in 2018, Caffe2 was integrated with another popular AI framework, PyTorch.

Caffe2 comes with C++ and Python APIs and supports all popular platforms.

Google Colaboratory (Colab)

Google Colaboratory, or simply Colab, is one of the top image processing services. While it’s rather a cloud service than a framework, you can still use Colab for building custom deep learning applications from scratch. With the help of Colab, you can perform such image processing tasks as image classification, segmentation, and object detection.

Google Colab eases the use of other popular AI-based tools such as OpenCV, TensorFlow, and Keras. The service uses Jupyter Notebooks, helping developers to share their knowledge, tips, and best practices on building AI-based applications. Plus, in contrast to other similar services, Colab offers free usage of both CPU- and GPU-based acceleration.

Conclusion

Machine learning models and algorithms help developers implement specific image processing functionalities into their products both quickly and easily. However, building a custom machine learning model or neural network requires lots of resources and a high level of technology expertise. With the help of the listed open-source tools, libraries, and frameworks, you can simplify the process of leveraging Artificial Intelligence technologies to your benefit.

 

This article is a contribution from Marcell Gogan.  Marcell is a specialist within digital security solutions, business design and development, virtualization and cloud computing, R&D projects, establishment and management of software research direction – working with Ekran System. He also loves writing about data management and cybersecurity. 


Source: Latest News on European Gaming Media Network
This is a Syndicated News piece. Photo credits or photo sources can be found on the source article: Top 5 Open Source AI Solutions for Image Processing

George Miller (Gyorgy Molnar) started his career in content marketing and has started working as an Editor/Content Manager for our company in 2016. George has acquired many experiences when it comes to interviews and newsworthy content becoming Head of Content in 2017. He is responsible for the news being shared on multiple websites that are part of the European Gaming Media Network.

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Meridianbet Expands B2B Operations into Nigeria, Entering a Regulated $2 Billion Betting Market

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Meridianbet, a subsidiary of Golden Matrix Group, Inc., has officially launched its B2B operations in Nigeria, one of the largest and fastest-growing betting markets in Africa. The company’s entry into Nigeria further strengthens its 20-year presence in Africa, leveraging its proven track record in regulated markets to deliver world-class gaming products.

Through its newly licensed local entity, Masterlive Network Limited, Meridianbet has secured full regulatory approval from the Lagos State Lotteries and Gaming Authority (LSLGA), allowing it to operate in both sports betting and online casino verticals under License No: LSLGA/OP/OSB/MB041124.

The official launch of Meridianbet.ng marks a strategic expansion into a market worth over $2 billion, according to the research of Orange Business Intelligence Technology, with over 60 million Nigerians actively participate in betting, contributing to one of the fastest-growing industries on the continent.

Zoran Milosevic, CEO of Meridianbet, commented: “Our expansion into Nigeria marks a significant step in our long-term strategy to deepen our presence in Africa’s most dynamic gaming markets. With a highly engaged player base and strong industry growth, Nigeria presents a major opportunity for our B2B model. We are committed to bringing our cutting-edge technology, AI-powered betting solutions, and localized expertise to drive long-term success for our partners in the region.”

FY 2024 Revenue Growth & Investor Outlook

Golden Matrix Group has provided a preliminary full-year 2024 revenue estimate of $150 million, reflecting the company’s continued growth trajectory. The Group expects to release its audited FY 2024 financial results in the coming days, offering investors a comprehensive performance overview. The Nigerian market represents a strategic opportunity for future revenue expansion, aligning with GMGI’s global strategy to strengthen its presence in high-growth gaming markets.

Key Market Potential & Strategic Expansion

According to the Orange Business Intelligence Technology (ORBIT), Nigeria’s betting industry surpassed $2 billion back in 2020, with projections indicating up to $4.7 billion in annual revenue potential over the next decade. Football remains the primary driver of market growth, with a vast customer base engaging both online and offline. Meridianbet’s B2B model will provide advanced technology solutions, gaming content, and platform services to local operators, offering a scalable and highly adaptable system tailored to the Nigerian market.

A Strategic Milestone in Meridianbet’s African Growth

With operations in 18 markets across Europe, Africa, and Latin America, Meridianbet has built a reputation as a leading technology provider and betting operator. The company’s expansion into Nigeria follows its long-standing success in established African markets, where it has been a dominant player for over two decades.

The soft launch of Meridianbet.ng is already delivering positive early results, with strong partner satisfaction and excellent customer feedback.

AI-Powered Innovation & Market Expansion

As part of this rollout, Meridianbet is introducing its proprietary AI Sports Betting Recommender and AI Casino Recommender, delivering personalized betting experiences based on real-time data, player behavior, and predictive analytics. These innovations, already proving successful in multiple markets, will enhance customer engagement, retention, and overall user satisfaction in Nigeria’s rapidly evolving gaming landscape.

The post Meridianbet Expands B2B Operations into Nigeria, Entering a Regulated $2 Billion Betting Market appeared first on European Gaming Industry News.

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Week 11/2025 slot games releases

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Here are this weeks latest slots releases compiled by European Gaming

PG Soft has launched its swashbuckling new 3-reel, 3-row video slot, Mr Treasure’s Fortune. PG Soft’s perilous high-seas expedition blends the nostalgia of classic arcade machines with modern gameplay as players search for the legendary Black Fang Pirates’ hidden fortune.

 

ELA Games presents its newest development, Noble Crown. This title, with its high-quality graphics, enticing animations and contribution to a balanced portfolio, is a testament to the studio’s design and development philosophy. This 5×3 slot includes iconic symbols commonly seen in classic pub games, such as crowns, diamonds and lucky sevens.

Evoplay has launched Emerald Brewer, a festive slot that captures the spirit of St. Patrick’s Day with vibrant visuals, rewarding features, and a taste of Irish luck. Played on a 5×4 reel layout, the game introduces Wild symbols, which substitute for all regular symbols except Green Pot, Coin, and Bonus symbols.

Swintt, is helping players satisfy their cravings for sugar, spice and all things nice in Candyman – a sweet new Premium release where tumbling reels and multiplier free spins pave the way to candy-coated wins of up to 5,000x. Played out across an expanded 6×5 reel matrix, Candyman does away with conventional lines in favour of a scatter mechanic were collecting eight or more matching symbols guarantees a prize regardless of where they land, with new icons falling from above to potentially create further wins.

 
Make Slots Great Again! Nolimit City breaks the norm once more in its latest release Home of the Brave. A slot that isn’t afraid to take a jab! No agendas here, just a whole lot of chaotic fun, spicy mechanics and unpredictable gameplay. Unlike typical slots, which are composed of a couple of rows and reels, Home of the Brave includes a Conveyor Belt positioned above the top row and 2 Hot Sauce Reels on either side of the reel area.

 
Thunderkick has released The Golden Pot & Pints, the latest introduction to its diverse festive-themed portfolio centred around the iconic Irish holiday, St. Patrick’s Day. Set in an Irish tavern, four lucky leprechauns reside on the reels of this 7×7 cluster pays slot, accompanied by tankards, top hats, and shamrocks.

 
Amusnet has unveiled the latest addition to its Live Casino portfolio, Extra Crown Deluxe Live. The company’s first-ever live slot game seamlessly blends tradition and innovation into an exciting mix of standard slot games and live-streamed action available 24/7.

 

Million Games is thrilled to announce the launch of Vault Rush, the latest high-volatility online slot developed in collaboration with YUGO Workshop under the Million Stars partner program. This 5×3 reel slot pays homage to the golden era of classic slots, featuring familiar symbols like 7s, Bars, bells, and fruits.

Play’n GO introduces Trinity Impact, a vibrant new slot that combines adventure, magic, and teamwork in a quest to save the mystical realm of Lumina. Immerse yourself in the enchanting world of Trinity Impact, where players join three friends on a heroic journey to protect Lumina, a land of magical wonders and ancient Crystal relics.

Push Gaming has launched the sequel to its 2024 Arctic-themed hit with the release of Big Bite Push Ways. The title will debut the provider’s new mechanic, Push Ways. This mechanic features nudging Hot Zones, which splits any symbol within the overlay into two. This increases the number of available ways to 262,144 and drives engagement.

Amusnet has released a new game for those who enjoy classic slot games with a dice twist. The latest addition to the company’s Online Casino, 100 Golden Coins Dice Edition, comes to life in March to provide a fun gaming experience to all dice lovers. This 5-reel, 100-fixed-payline game combines the classic slot game and dice symbols in entertaining gameplay.

Players can expect a fresh and juicy take on the classic slot experience in the latest title from ICONIC21. Iconic Fruits: Hold and Win sees classic appeal meet modern excitement across a three-by-three gameboard with five paylines active. A feeling of nostalgia will be felt as the reels spin and Fruit and Coin symbols land – this includes Cherries, Lemons, Pineapples, Strawberries and Watermelons.

Blueprint Gaming™ has upped the ante in its latest instalment to the iconic Cash Strike™ series. With the eye-catching win boost feature offering electric collect wins boosted by multipliers, Cash Strike Win Boost increases the player’s chances of returns up to a striking 50,000x. A familiar feast of classic fruit symbols adorns the 3×3, 125 ways to win slot alongside an array of blazing golden coins, heightening the excitement with enlarged opportunities for wins during base play.

Playson, the renowned digital entertainment supplier, is taking casino gameplay into an electric new dimension in its latest release, Charge the Clovers: Hit the Bonus™, as bonus play leads with unique Super Charge and Multi features. Golden clovers, making a welcome return to the 3×3 grid, take the form of bonus symbols alongside boost icons, featuring swirling blue tornados which radiate vibrant energy and boost the chance of eye-catching payouts for players.

Every fisherman has a story to tell. Booming Games brings these stories to life with the brand-new Fish Tales games series! The first game tells a story of a mythical bass, so large it can fit the entire reel! See if this is just a myth or indeed, there is such a creature roaming the deep and reel yourself in some monster wins! Fish Tales Monster Bass is a 5×3, 20-line slot with a boatload of features. Start to net wins with the Fishin’ Time cash collection.

The post Week 11/2025 slot games releases appeared first on European Gaming Industry News.

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ELA Games Enters the Danish Market Through New Strategic Collaboration With RoyalCasino

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ELA Games, a supplier of innovative games in the iGaming industry, has partnered with RoyalCasino to enter the Danish market.

Royal Casino is Denmark’s only land-based and online casino with over 33 years of experience in the gambling industry. The Danish RoyalCasino Group operates the land-based casino in their top-rated Hotel Royal, offering Danish players an elevated gaming experience.

ELA Games’ collaboration with the prestigious Danish brand marks a significant milestone for the development studio, as they are entering the Danish market. As a result, ELA Games’ innovative content, such as hallmark titles like Cash of Gods, It’s Shark Time and Lucky Dwarfs, will be hosted on the RoyalCasino.dk platform.

David Fall, ELA Games’ Business Development Manager, commented on the partnership, “RoyalCasino is an illustrious figure in the Danish gaming scene, and we’re excited to partner with them to provide our content on their platform. RoyalCasino.dk, despite its pedigree, is a rapidly growing brand. With the various promotions prepared in tandem with this announcement, ELA Games looks forward to expanding in Denmark.”

Jonas Madsen, RoyalCasino’s Director of Retention Marketing, added, “We’re very excited about the addition of ELA Games to our portfolio of games at RoyalCasino.dk. ELA Games is an up-and-coming game provider who, in just a few years, has managed to create captivating games with quality graphics, and we’re confident that their content will cater to the preferences of our growing database of players.”

The post ELA Games Enters the Danish Market Through New Strategic Collaboration With RoyalCasino appeared first on European Gaming Industry News.

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