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His two children - 12 and 13 years old - sometimes sit and brainstorm with him. A year and a half later, Bertoni is still going, often spending 20 hours a week working on it in his home office. (The data set doesn’t include any personal information - names, ages, location and gender have been stripped out.) So Bertoni began looking for patterns that would predict customer behavior - specifically, an algorithm that would guess correctly the number of stars a given user would apply to a given movie.
Human model in crazy bump movie#
When Netflix customers log into their accounts, they can rate any movie from one to five stars, to help “teach” the Netflix system what their preferences are the average customer has rated around 200 movies, so Netflix has a lot of information about what its customers like and don’t like. So he downloaded a huge set of data that Netflix put online: an enormous list showing how 480,189 of the company’s customers rated 17,770 Netflix movies. In March 2007, Bertoni decided he wanted to give it a crack. (There’s even a live “leader board” ranking the top contestants.) Each day, teams submit their updated solutions to the Netflix Prize Web page, and Netflix instantly calculates how much better than Cinematch they are. The competition was announced in October 2006, and no one has won yet, though 30,000 hackers worldwide are hard at work on the problem. They also knew that, as Reed Hastings, the chief executive of Netflix, told me recently, “getting to 10 percent would certainly be worth well in excess of $1 million” to the company. But in fact, Netflix’s founders tried for years to improve Cinematch, with only incremental results, and they knew that a 10 percent bump would be a challenge for even the most deft programmer.
One million dollars might sound like an awfully big prize for such a small improvement. (Did you like the legal thriller “The Firm”? Well, maybe you’d like “Michael Clayton.” Or perhaps “A Few Good Men.”) The Netflix Prize goes to anyone who can make Cinematch’s predictions 10 percent more accurate.
Human model in crazy bump software#
In the spring of 2007, his sister-in-law e-mailed him an intriguing bit of news: Netflix, the Web-based DVD-rental company, was holding a contest to try to improve Cinematch, its “recommendation engine.” The prize: $1 million.Ĭinematch is the bit of software embedded in the Netflix Web site that analyzes each customer’s movie-viewing habits and recommends other movies that the customer might enjoy. Bertoni is a 51-year-old “semiretired” computer scientist who lives an hour outside Pittsburgh. So, if you want to make a full-color sculpture and you absolutely need the texture, 3D scan is so helpful, count on it! But for getting a more customized and accurate 3d model, it's better to think about getting help from 3D designer services.THE “NAPOLEON DYNAMITE” problem is driving Len Bertoni crazy. The texture is the most important factor of similarity in 3d scan and if you remove it from the 3D model, 50% of similarity disappears. 3D mesh is something that determines the detail level of a model and as you see in the below picture, 3D scan can’t give you a high-quality 3D mesh. Great! But it has some disadvantages, too! 3D scanning is suitable for color models and making full-color sculptures with 3D printing. Also, You may have no time (or not on mood) to learn how these tools work! don't despair! In these cases, getting help from a good 3D scanner and designer is a good option (Of course, apart from the cost ?).ģD scanning gives you a very similar model of the original photo.
Human model in crazy bump professional#
Sometimes, you may need more and more details, applying corrective changes, or an accurate and professional model.
All of the above applications and software can convert photos to the 3D model you're looking for!