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Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

Remember the years when the game was just popularized, the game was always regarded by parents as a very harmful toy, and many gamers were said to be "playthings". But who at that time could have imagined that games could actually be used for scientific research, such as EVE, where more than 300,000 players participated in scientific research projects, which helped improve the AI system that predicts protein localization at the subcellular level.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

Coincidentally, recently NetEase's programmers have also done a big thing, and even with the development of AI intelligent expressions in the game, in order to make AI better identify and describe human emotions, and then make expressions according to different scene topics, they actually won the double champion of the international AI top CVPR face expression action unit detection and face emotion recognition track!

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

It is reported that the programmer of NetEase comes from the entertainment industry theme mobile game "Absolute Interpretation" project team, the game focuses on the immersive entertainment industry to cultivate experience, so in the game each character must have a rich enough facial expressions, in order to allow them to better show their emotions when filming in the game.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

However, there are always many entertainment industry "black fans" who complain that the expression of the actress is not natural enough, and the acting skills cannot reach the level of the film queen.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

So what to do? The programmer of NetEase decided to be angry and strong, and constantly studied the cutting-edge AI technology in the field of facial expressions and emotions, so that AI could better identify and describe human emotions. Then make expressions according to different scene subjects, and have a strong sense of immersion.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

By extracting the self-developed expression coding features of the adjacent frame sequence, the programmer can perceive the more fine-grained facial expressions in the natural environment, nuanced emotion recognition, and also give birth to some wonderful effects. It even restores the mouth shape of the real speech to the greatest extent.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

Even in order to exercise the memory of game players (after all, acting on the set, the actors have to memorize the lines of a scene in one breath), and developed a memory artifact "I love to remember lyrics", so that players can exercise their memory anytime and anywhere, "I love to remember lyrics" In addition to the randomly generated lyrics of AI, Tanuki also splits the words into words...

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

Unexpectedly, this programmer is really like a hard-working old father, constantly trying to break through the limits of the game, and finally won the double champion of the face expression action unit detection and face emotion recognition track of the international AI top CVPR, which can be said to be a wave of unexpected happiness, and the programmer is also constantly grateful to the players who are absolutely interpreted.

Make a game to make a scientific research gangster? NetEase programmers sent the paper to the international top meeting: thank you players

I didn't expect to just do games in the game company, but from the sky to become the international AI top of the scientific research big guy, can only exclamation point absolute deduction is really a treasure game, behind this how many big guys we don't know?

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