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After observing viewers for only a few minutes, the technology can predict facial expressions for the remainder of the movie and provide insight about the expected.
Watch TV episodes online complete seasons and series. April 1. 4th 2. 01. A new more robust video player now delivers your favorite shows! With. episodes and. TV! Blue Planet IIOne Ocean. Blue Planet IIEpisode 1 - "One Ocean"In recent years, our knowledge of life beneath the waves has been transformed. Using cutting- edge technology, One Ocean takes us on a journey from the intense heat of the tropics to our planets frozen poles to reveal new worlds and extraordinary never- before- seen animal behaviours.
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Starting in the tropical coral reefs - the most diverse ocean habitat - a baby dolphin is taught the secrets of a coral reef, as its family rubs against a particular gorgonian which may have medicinal properties. On another reef, a tusk fish demonstrates a surprising level of ingenuity - tool use - as it uses corals as an anvil to break open clams. In the Seychelles, half a million terns nest on an island. Fledglings must eventually take to the wing, but danger lurks beneath the waves - metre- long giant trevally fish leap clear out of the water to snatch the birds. The tropical oceans drive our planets weather.
Sun heats the sea, creating rain, winds and huge storms that drive up towards higher latitudes. Here, unlike the tropics, the seas change with the seasons. In spring thousands of mobula rays gather in Mexicos Sea of Cortez.
At night, in a previously unseen event, tiny organisms that light up when disturbed react to their wingbeats, creating an enchanting bioluminescent firework display. Phytoplankton produce as much oxygen as all the plants on land and lie at the base of marine food chains everywhere. Where the plankton thrive, fish thrive too, and ocean travellers will migrate thousands of miles to take advantage of these productive seas. Predatory false killer whales off the coast of New Zealand are in search of dolphins. But when they find them, the whales team up with the dolphins to form super- pods - a formidable army to take advantage of the bounty of these seasonal seas. In temperate seas around the globe, spring brings greening oceans. In Japan, a kelp- covered shipwreck is home to the Asian sheepshead wrasse, or Kobudai.
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At the start of summer a male mates with the females. But when a female reaches both a critical body size and age, it can undergo an extraordinary metamorphosis. Females change gender, and a new male challenges an older male to a face- off. Toward our planets poles, the oceans surface is locked in ice. But in the Arctic, a warm current from the south keeps some Norwegian fjords ice- free all year round.
Here, in winter, pods of orcas use dramatic tail slaps to stun herring, and humpback whales follow the noises to find the feast. Ocean currents move heat around our planet and maintain a climate favourable for life.
But our ocean system, in relative equilibrium for millennia, is changing at a worrying rate. Deep in the polar north, we meet walrus mothers and their newborn calves, searching for an ice floe to rest on. But with rising temperatures, summer sea ice is retreating - their battles to survive are becoming ever harder. As we begin to understand the true complexity of the lives of our ocean creatures, so do we recognise the fragility of their home. Added on October 3. Great News. Night of the Living Screen.. Great News. Episode 5 - "Night of the Living Screen"Katie realizes that while she has been working her way up at MMN, her friends, including Jessica, have been getting married, having kids, and buying houses in New Jersey.
Feeling pressure to impress them on Instagram with the hip New York City lifestyle that she has chosen instead, she lucks into going to a very cool Halloween party with Portia. Meanwhile, Chuck has been asked to use a new smart screen on the show, and in an attempt to get out of this seemingly impossible task, tries to convince Carol that it is possessed.
Added on October 2. The Deuce. Au Reservoir. The Deuce. Episode 7 - "Au Reservoir"With police pushing their business off the streets, C. C., Larry, Rodney and other pimps worry about becoming obsolete.
Candy eyes a different job on Harveys set as Lori struggles with the demands of porn acting. At her wits end, Ashley hangs out with Frankie and, later, washes up on Abbys door. Bobby is smitten with an employee while dealing with shakedowns, flare- ups and a medical emergency.
Frankie is tasked by Rudy to turn a peep- show concept into reality. Alston finds himself singled out by the 1. Precincts new captain, Mc. Donagh. Abby asks Vincent to be her escort at her familys lavish party.
Added on October 2. Valor. Espirit de Corps. Valor. Episode 2 - "Espirit de Corps"Nora and Gallo, with the secret still hanging over them, seek further information on the escaped prisoner from Somalia. Watch Window Water Baby Moving Full Movie.
With Jimmys rescue mission ramping up, Nora and Gallo, along with new Delta Force members, led by Sgt Adam Coogan, perform a demo mission for Ians mother, Simone Porter, who is a public figure with great power. Meanwhile, Jess struggles to work through her feelings. Added on October 1. Riverdale. Chapter Fourteen: A Kiss.. Riverdale. Episode 1 - "Chapter Fourteen: A Kiss Before Dying"As Freds life hangs in the balance following the shooting at Pops diner, Archie struggles with the emotional aftermath of what he witnessed.
Meanwhile, as Veronica steps out of her comfort zone to support Archie, she learns that her father Hiram has arrived to Riverdale earlier than expected. Elsewhere, at Pops diner, Pop Tate recounts the chilling details of the shooting, which leaves Jughead and Betty questioning the gunmans true motives. Lastly, after running into Cheryl at the hospital, Betty and Kevin are surprised to learn about the fire at Thornhill. Added on October 1. Rellik. Episode 5. Rellik. Episode 5 - "Episode 5"The story of the acid murderers first victim is revealed, as another suspect enters the frame. Gabriel receives some help in his investigation from an unexpected source - but is the situation more complex than it seems?
As Gabriel indulges in reckless, self- destructive behaviour that could jeopardise everything, he is blind to the possible consequences of the life that he is leading. The casual cruelty of Gabriels vanity is exposed, and his relationships come under more strain. Meanwhile, the team have to face up to the fact that they have a serial killer on the loose and begin the hunt in earnest. As Gabriel sets his sights on tracking down the first suspect, Elaine makes a difficult decision to revisit her past. Finally, while tracing the journey of the first victims final steps, the identity of the killer is unmasked.
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Disney's facial recognition AI watches you watch movies. Disney is experimenting with a deep learning AI that tracks movie goers' emotional reactions to films. The company's research branch developed neural networks that can assess viewers' reactions simply by monitoring their facial expressions as they watch movies like 'Big Hero 6,' 'The Jungle Book' and 'Star Wars: The Force Awakens.'While tests of the new method - called factorized variational autoencoders or FVAEs - are preliminary, it has already been demonstrated that that the new technique outperformed conventional methods. The data set ended up with 1.
Though preliminary, the experiment demonstrated a 'very strong predictive performance' that could reliably guess a viewer's reactions to the remainder of a movie after just a few minutes. HOW DO NEURAL NETWORKS 'LEARN'? Neural networks are computational models that learn similarly to humans, except with a lot more processing power. They start with data sets and correct answers and then increase knowledge overtime with practice. For a neural network to learn, there has to be an element of feedback involved. Eventually, neural networks are able to make predictions, like Disney has done with movie- goers' facial reactions. The deep learning model has shown a 'surprising' and 'very strong predictive performance.''After observing an audience member for a few minutes, FVAEs are able to reliably predict that viewer's facial expressions for the remainder of the movie,' wrote the study's authors in a research paper presented at the IEEE Conference on Computer Vision and Pattern Recognition.
The FVAEs 'taught' themselves how to recognize and understand facial reactions such as smiling and laughing, all on their own. 'We are all awash in data, so it is critical to find techniques that discover patterns automatically,' said Markus Gross, vice president at Disney Research, in a release. Our research shows that deep learning techniques, which use neural networks and have revolutionized the field of artificial intelligence, are effective at reducing data while capturing its hidden patterns.' HOW THE SYSTEM WORKS For the experiments, the research team set up four infrared cameras in a 4. FVAEs to 1. 50 showings of mainstream movies. The data set ended up with 1. The FVAEs 'taught' themselves how to recognize and understand facial reactions such as smiling and laughing, all on their own. The research team set up four infrared cameras in a 4. FVAEs to 1. 50 showings of mainstream movies. The FVAEs are searching for audience members who exhibit similar facial expressions throughout the movie to learn about the stereotypical reaction to a film, much like how online shopping companies recommend items for purchase. For the experiments, the research team set up four infrared cameras in a 4.
FVAEs to 1. 50 showings of mainstream movies. The data set ended up with 1. While Disney is using this technology specifically to identify patterns in facial expressions, the FVAEs could be applied to other objects as well. The FVAEs are searching for audience members who exhibit similar facial expressions throughout the movie to learn about the stereotypical reaction to a film, much like how online shopping companies recommend items for purchase. While Disney is using this technology specifically to identify patterns in facial expressions, the FVAEs could be applied to other objects as well. Tumbledown Full Movie. Disney Research performed the experiment on 1.
Inside Out,' 'The Jungle Book' and 'Star Wars: The Force Awakens'.