Uri Lavi, Author at PicScout - Page 1848 of 1850

Best Online Casinos for Real Money 2026

That includes welcome offers and game selection, and this April 2026 guide cuts through the noise to show you exactly which legal casino sites in the U.S. to play at and why. He reviews every guide and review to ensure it’s clear, accurate, and fair. William believes in transparency and highlights safety, honest terms, and real value to help you choose casinos you can rely on. Most casinos will have anywhere between 15 to 100 live dealer games for their players. The strategy of poker is combined with the fast-paced entertainment of slots; video poker has many fans across the country.

BetMGM Casino Online: Unmatched Game Library

Players have three different options and can choose between a 120% bonus plus 120 free spins, a 50% no-wagering bonus, or a 333% bonus with a 30× rollover.
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Review the terms and conditions to understand wagering requirements and eligible games.
The advent of mobile technology has revolutionized the online gambling industry, facilitating convenient access to favorite casino games anytime, anywhere.

Larger brands tend to be more trustworthy, but transparency and accessible customer support go a long way. Its interface is optimized for both performance and consistency with the desktop version. Most US casinos complete withdrawals within 72 hours, but those offering faster casino payouts (within 24 hours) are rated even higher. Having more options gives players more choice and helps avoid fees, manage limits, and choose faster payout methods. Bonuses over $1,000 are common at US real-money casinos, but high wagering requirements (over 30×) or strict terms often make cashing out difficult. Always choose the bonus that offers you the best value for your gameplay.

Licensing & Safety

Many online casinos offer support in multiple languages and provide accessible options for players with disabilities.
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Whether you’re a fan of slot games, live dealer games, or classic table games, you’ll find something to suit your taste. This guide features some of the top-rated online casinos like Ignition Casino, Cafe Casino, and DuckyLuck Casino. Whether you’re a beginner or an experienced player, this guide provides everything you need to make informed decisions and enjoy online gaming with confidence. You’ll learn how to maximize your winnings, find the most rewarding promotions, and choose platforms that offer a secure and enjoyable experience. Look for certifications from trusted testing agencies for added peace of mind.
In addition to performance testing, all dual operators are verified for wallet interoperability, ensuring real-time, secure balance transfers between casino and sportsbook environments. Archived reviews remain visible for a minimum of 24 months to ensure users have access to essential information during any outstanding dispute windows. In the sections linked here, you can read our full Zonko casino review and explore a complete guide to Zonko bonuses and promotions to see how the platform works and what rewards are currently available. For a full breakdown of games, bonuses, and redemption details, read our complete Vegas Coins review. New players receive a no deposit bonus of 5,000 Gold Coins and 1 Sweeps Coin upon signup, with SC redeemable for real cash via Skrill once wagering requirements are met and a 100 SC balance is reached.
These regulated casinos allow players to wager real money on slots, table games, video poker and live dealer games. Understanding the differences can help you choose the right option based on where you live and how you want to play. Apps tend to provide smoother performance and faster loading times, but both options can be effective if properly optimized. As a result, mobile performance is no longer optional, it’s essential.
For live dealer games, the outcome is determined by the casino’s rules and your last action. If you lose your internet connection during a game, most online casinos will save your progress or complete the round automatically. Check the casino’s help or support section for contact details and response times. Always read the bonus terms to understand wagering requirements and eligible games.

FanDuel Casino Online: Easy Withdrawals

All BestOdds reviews are the product of a structured six-month evaluation cycle, combining blind-account testing with regulatory audits, transactional benchmarking, and technical integrity checks. Full testing weights and standards are outlined on the Responsible Gaming page. Responsible gaming features are assessed through structured activation and performance tests, ensuring compliance with regulatory standards and practical player protection. While casino functionality is assessed through the core six-month testing protocol, the sportsbook component undergoes separate scrutiny via a dedicated metrics matrix. Each https://www.smash-casino.se/ component is backed by empirical data gathered during a six-month evaluation cycle, including live support audits, system stress tests, and transaction timing benchmarks. This system aggregates more than 400 discrete performance metrics into a normalized, 0–100 score.

BetMGM Casino

BetMGM earns the top spot among the best online casino sites in our testing because of its depth of real money casino games, progressive jackpot network and welcome offer. By choosing regulated online casino platforms like BetMGM, Caesars, FanDuel, DraftKings and others highlighted in this guide, players can enjoy a safe, reliable and rewarding online casino experience. Keep in mind that traditional methods such as bank transfers or wire transfers may take longer to process, so choose the option that best fits your need for speed and convenience. Before you sign up, review the bonus structures and pay close attention to wagering requirements—these determine how easily you can turn bonus funds into real winnings. Players use virtual currency to play slots and table games for entertainment only. Mobile casinos allow players to enjoy full casino libraries on smartphones and tablets, including live dealer games.

DraftKings Casino Bonus

Our reviews are 100% independent, powered by data, and scrutinized by seasoned experts. Players have three different options and can choose between a 120% bonus plus 120 free spins, a 50% no-wagering bonus, or a 333% bonus with a 30× rollover. In NJ, PA, and MI, new players receive a 100% match up to $1,000 plus a $25 no-deposit bonus. If slots are your preference, TaoFortune will be an easy casino to jump into. On top of that, the first purchase unlocks 875,000 Coins + 50 Free Entries, placing it well above the typical deposit bonus range.
The advent of mobile technology has revolutionized the online gambling industry, facilitating convenient access to favorite casino games anytime, anywhere. This means that deposits and withdrawals can be completed in a matter of minutes, allowing players to enjoy their winnings without delay. Licensed casinos must comply with data protection laws, using encryption and safety protocols like SSL encryption to safeguard player data. This includes wagering requirements, minimum deposits, and game availability.

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Registering at an online casino usually involves filling out a simple form with your personal details and creating a username and password. Online casinos offer a wide variety of games, including slots, table games like blackjack and roulette, video poker, and live dealer games. Check for secure payment options, transparent terms and conditions, and responsive customer support. Check the promotions page for upcoming live dealer tournaments and register early to secure your spot.
These welcome spins and lossback deals are structured to give players a strong start while keeping wagering requirements player-friendly compared to many competitors. Hard Rock Bet Casino brings the iconic Hard Rock brand’s entertainment energy to the real-money online casino world. Bet365 Casino brings its global gambling expertise to the U.S. market with a casino platform known for exclusive games, quick payouts and smooth performance. All play earns Caesars Rewards, which can be redeemed for hotel stays, dining and entertainment. Players happen to benefit from seamless mobile gameplay and quick access to their winnings, as withdrawals are also processed quickly, making BetMGM a favorite among high-volume players.
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Welcome Real Massive!

PicScout is proud to welcome Real Massive to our ever growing customer list!

Real Massive, a real estate digital marketplace, has recently installed PicScout’s visual search engine on premises. As part of Real Massive’s platform, PicScout’s engine scans each and every image that is uploaded to the company’s database (already including tens of millions of images) to ensure that all images are up to Real Massive’s professional standards.

PicScout’s visual search engine can be implemented by other companies in the real estate market who wish to locate images that are similar to the ones already in their database, in order to remove duplications or ensure exclusivity.

For more information, contact us

5 things you can do wrong with your visual content

Making money from photography can be a struggle, but there are a number of things that could help: You could get coverage in a leading photography magazine. You could be asked to display your work in a show. You could sell stock photos. You can sell prints. You could be invited to do photo shoots. You could start a photography blog. All good ideas. And there are probably lots of other great ones about what you could or should do.

But are there things you shouldn’t be doing? Check out this infographic for 5 things you can do wrong with your visual content:

Insights for Everyone can help you do good things with your photos. Check it out!

5 Things you should know about Deep Learning

1. Deep Learning is not magic

DL (Deep Learning) covers a very large area and is very complex to understand. DL is often compared to the process of learning that occurs in the human brain. Similarly, DL is also based on the use of neural networks. Artificial neural networks actually try to imitate the brain’s activity.
A baby aged only a few months learns to identify visual content by viewing samples and from the labeling she is exposed to from the human beings around her. For example, as time passes she understands that a man usually has short hair as opposed to a woman whose hair is usually longer and whose facial features tend to be more delicate. With exposure to a growing number of examples, she learns to recognize even more refined details that differentiate between males and females.

deep learning

Eventually an adult is able to understand visual content according to the ‘training’ process he has undergone during his childhood and life. For example, if he has seen many different types of birds, he will be able to name them properly as opposed to someone who has seen a smaller sample who will be limited in his ability to classify birds.

A major problem in teaching a network using Deep Learning is providing a high quality, extensive as possible sample collection. This is actually one of the major challenges in the training of neural networks. Another difficulty lies at the basic level of deciding what the model should understand.
There are many visual examples that are similar, a few simple examples to demonstrate:

A Labrador is very similar to a Golden Retriever. Do we have to differentiate between them or is it enough to just identify both as hounds?
A drinking glass – as there are many different types of glasses, very different from each other in look and color, it will be difficult to teach the model what a glass is and we will have to split the category into wine glass, beer glass, etc.

It is very important to decide this at the beginning stages as each such decision affects what is being taught and what training set is used and this will have extensive implications on the model’s behavior and accuracy.

2. Good news for Deep Learning – you don’t have to start from scratch (use existing Frameworks instead!)
The DL world is evolving meteorically and there is a wide range of platforms and infrastructures used for training models. Most tools are free and the documentation is relatively comprehensive. Some central Frameworks are Caffe, Theano, Google’s TensorFlow etc. Another positive point is that both the academic world and the industry use the same tools so it’s relatively easy to use tools from the academic world.

3. The not so good news – GPU is better than CPU
Training a neural model for deep learning requires many hardware resources, mainly serious processing power to perform repetitive iterations in order to update the model in accordance with the samples it is working on. The mathematical calculations that take place during training are relatively simple but there is a huge number of such calculations going on at the same time.

The difference between CPU and GPU is mainly the number and strength of the processors. CPU usually has a few (a few dozen at best) strong processors as opposed to GPU that has many (thousands) of relatively weak processors. For this reason, it is better to do the parallel training on the GPU. Just to illustrate this point, training that takes only 5 days on the GPU could take months on the CPU.

The bad news is that GPUs are expensive. A GPU with thousands of processing units could cost thousands of dollars just for the graphics card. And there may also be need for dedicated servers for the graphics card, which would involve additional expenditure.

4. Using existing models
One of the burning questions in the field of DL is – is it possible to use a certain model to train another model? The answer is – it depends…

In certain situations a model that specializes in a specific field can be adapted to understanding a different field. The closer the fields are, the easier it is to ‘train’ a model to understand another field. For example, a model that specializes in facial recognition can serve as a basis for a model that recognizes gender. This is called ‘transfer learning’. Similarly, in the human brain, areas that are near each other understand close visual content.

The field of transfer learning is very important and interesting as it can assist in decreasing the number of samples needed train similar/close models.

5. The challenge: preparing the training set
The most challenging part in training a model is the collection of the large amounts of data necessary to teach the model how to understand a certain picture.
For example, if we want to teach the concept of ‘basketball’ to a model the first problem would be defining ‘basketball’, as there are many kinds of basketball – professional, children’s, women, men, street ball etc. So it is necessary to see what is it takes to understand a specific category.

Only then, we have to collect as many pictures as possible that represent the category we want to teach. This leads us to the question – which picture represents the category and which does not? The answer is not always clear.

Embed from Getty Images

Click here to learn more about Visual API

Written by Lior Cohen, PicScout VP R&D, published in the Israeli tech blog – Geektime.

How can photographers measure their popularity in the market?

‘Easy’, you might say. ‘I know how many photos I’ve sold, right? So I know how popular I am!’. Here’s a news flash – there’s a better way to measure your popularity (as a photographer, of course)!

Using Insights for Everyone, you could discover that your photos are being used a lot more than you were aware of, which will help you monetize them but more importantly, you will be able to gain the following insights:

Which of your photos are the most popular, e.g. do your customers favor landscape views or shoots with people in them?
Where are they more popular, e.g. are they more popular in France or the US? What kinds of websites use your photos more often than others?
How many times were they used?

These insights and others (besides giving you a great feeling about how admired you are) can help you assess your popularity as a photographer and assist you in making your next business moves; for example, what should be the subject of your next shoot, or audiences that you were previously unaware of that you can approach to promote your pictures.

And here’s an infographic just to illustrate what we are saying:

how-can-photographers-measure-their-popularity-in-the-market

How popular am I?

Click here to try out Insights for Everyone

Photographers just want to make a living, ask Jim Pickerell

Leading stock photo expert Jim Pickerell recently published two very articulate blog posts about the current state of stock photography. Pickerell describes the changes the field of professional photography has undergone in the past few years and the increased difficulties photographers have simply making a decent living.

According to Pickerell, it’s much harder for photographers these days because of the following difficulties plaguing the industry:

Over supply of photos (at least 650 million images are available for easy licensing in various databases around the world!¹“) causing a serious decline in the prices of image use.
A huge percentage of the images in today’s stock photo collections are never used by anyone.
The average cost of producing an image is much higher than the price paid for its use.
Photographers can no longer afford to shoot whatever they like and make a decent living selling just a small percentage of their work.
Lack of guidance from editors or agencies as to what to shoot, for a variety of reasons.

Considering all these difficulties it’s no wonder that in his post Understanding which stock images will sell, Pickerell points out that photographers need more than ever to get better information about the images they are selling so “they don’t waste time shooting things no one is interested in buying”. And his other recent post – Is knowing which images get the most downloads enough? goes into specifics about the same issue.

So, where can photographers get “better information about the images” they are selling OR trying to sell?

Analytics can provide a photographer (or anyone else for that matter…) with many insights about the use of their images across the web. Using artificial intelligence, deep learning, and web crawling technology, these insights are independent of stock photo agency download numbers, subscriptions, or revenues.

How can analytics help photographers?

Insights derived from intelligent use of analytics can provide photographers with information such as where their images are used, who is using them and how, and which of their images are more popular than others. And these are just examples.

These types of insights help photographers make more informed decisions about their business – for example, about what their next shoot should be, so they don’t “waste time shooting things no one is interested in buying”.

Click here to try out Insights for Everyone

Photography – how to shoot based on geo data? [Infographic]

Photography – how to shoot based on Geo data?

There are so many things professional photographers worry about: from being asked to duplicate something their client saw on Pinterest or similar, through being treated like a terrorist by Police/Army /Security Guards at any public event, and up to keeping up to date with the latest gear.

Here’s one less thing to worry about: Geo data! You may wonder – how would knowing the geographical spread of my images help me?

We’ve created an infographic to help you see how geo-data can help you with your photography and enable image monetization!

Sounds interesting? Click here to try out Insights for Everyone

5 hacks that will help you locate potential customers

Pro photographers – it’s “Make a Wish” time!

Say a Genie showed up and announced: “I’m here to help you with your marketing efforts… what type of information would help you most?” Our bet would be that you would probably like to find out who your potential customers are.

Because when you know who and where your customers are, you will be able to make more informed marketing decisions such as: which subjects to shoot next, how to better arrange your website, where to advertise and how to monetize your images.

This is where PicScout Insights (a.k.a. Genie…) comes in. Our unique learning capabilities, perfected by years of research and experience , can help you know exactly who your future customers are. And we do so by learning the actual visual content of your images, and finding them on the web

Here’s how our Genie can help you:

We can tell you who is already using your images. They could be your future customers!
We can communicate with your image users for you, and assist you in monetizing your images, so you can focus on your next shoot (it’s always best to leave it to the experts!)
We can tell you which of your images are more popular! This insight can help you make decisions with regards to the subjects you shoot.
We can help you understand how your images are used. The types of websites that use them and where on the website they are displayed could have a direct impact on the type of visual content you should produce.
We can help you upgrade your marketing efforts! The insights we provide will also help you learn where it’s best to advertise, what photos you should promote on your website etc.

Want to find out more? Sign up now and our Genie will start working on making your wishes come true 🙂

Analytics ? What’s in it for me?

The art of photography has come a long way since 1826 when Nicéphore Niépce used a camera to take the world’s first photograph. The world has always put an emphasis on visual content to express ideas and thoughts, rather than texts; and in recent times with the development of technology, this has become an even stronger trend. With all these goings on, it’s no wonder that marketers have realized that images do a better job at engaging their audiences.

“OK, that’s old news”, you may say. And you’re right. You take the pictures, you invest great effort in them to make sure they are up to the highest standards, and then customers buy them and use them on their website/blog/social media platform. That works great for everyone. You even know which of your pictures sell best.

But there is so much more to be gained from the ability to analyze photos that are out there on the Web. If you could examine the usage of your photos on the Web, you would gain some meaningful insights about how people engage with your visual content, and those would no doubt lead you to making more informed decisions about your work. That’s where the power of insights comes in.

Focus your photography

Artistic inclinations aside, you still have to make a living… and no one wants to waste time and money producing images that have no real demand. Photography professionals who have access to this type of analytic data, such as the locations and usage of their content, can gain significant understandings that will help them produce images that people want.

These are some of the benefits to be gained:

Decide what to shoot next – You may love to photograph those winter sights, but maybe your audience prefers summer sceneries? If you know what your audience prefers, you’ll be able to make more educated decisions about what to shoot next.
Arrange your website better – Your website is your showcase, what your customers see. Promote photos that you know work best, and you’ll generate more business!
Learn where to advertise – Your advertising budget is limited. This type of data can help you focus on the best sites to advertise your work.
Monetize your images – Analytics can help you locate potential customers who already use your images without your knowledge. These insights could enable you widen your customer base and monetize your content

“Context is the king”

To paraphrase Bill Gates’ often quoted saying mentioned above, visual content is important, but it’s not enough to know what content is the most popular. Having the relevant contextual knowledge such as: where on a website an image is shown, the type of website it features on, where in the world it’s being viewed, etc. has a direct impact on the type of visual content you should produce.
PicScout’s new Insights for Everyone can produce these insights for you, and help you focus on making informed creative choices!

Sounds interesting? Check it out!

Good Job IDC student Hadas Segal! – facial recognition model

A really exciting mentoring project has come to an end here at PicScout! Over the past few months Hadas Segal, a Computer Science major at IDC (The Interdisciplinary Center), who elected to do a hands on project in lieu of an elective course, spent a few hours every week at PicScout designing a facial recognition model to identify celebrity photos over the Internet, and learning how to detect false positives in the model to improve its results.

Throughout her work at PicScout, Hadas received ongoing guidance from PicScout algorithm researcher Dr. Leonid Brailovsky and from Lior Cohen, PicScout’s VP R&D. PicScout’s R&D team prepared a methodical plan for Hadas’ internship, including guidelines on building the model, on asking research questions, and on how to resolve these questions. In the course of her project Hadas acquired knowledge about one of the most cutting edge Artificial Intelligence topics in the industry and in theoretical research – deep learning, worked with new tools and learned to apply creative thinking.

“We are great believers in the importance of collaboration between the academic world and the hi tech industry” says Lior Cohen. “We believe that both the academic world and the industry benefit from this type of cooperation, as new opportunities for research emerge on the one hand and the students benefit from real world hands-on experience on the other hand. We are proud of Hadas’ achievement and wish her all the best in the future.”

Click here to learn more about Visual API

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