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Google has curated a set of YouTube clips to help machines learn how humans exist in the world. The AVAs, or "atomic visual actions," are three-second clips of people doing everyday things like drinking water, taking a photo, playing an instrument, hugging, standing or cooking.
Each clip labels the person the AI should focus on, along with a description of their pose and whether they're interacting with an object or another human.
"Despite exciting breakthroughs made over the past years in classifying and finding objects in images, recognizing human actions still remains a big challenge," Google wrote in a recent blog post describing the new dataset. "This is due to the fact that actions are, by nature, less well-defined than objects in videos."
The catalog of 57,600 clips only highlights 80 actions but labels more than 96,000 humans. Google pulled clips from popular movies, emphasizing that they drew from a "variety of genres and countries of origin."
If there are two people in a clip, each person is labeled separately, so a machine can learn that two people are needed to shake hands with one another or that sometimes humans kiss when they also hug.
The technology will help Google analyze years and years of video and could also help advertisers better target consumers, based on the actions a person is more likely to watch.
Ultimately, the goal is to teach computers social visual intelligence, according to an accompanying research paper which describes it as, "understanding what humans are doing, what might they do next and what they are trying to achieve."
The Luciferian hack.
It isn't consumers - but life that is targeted - so as to be consumed and redefined as 'consumers'.
In the Garden - a state of need lack pertained. Not that there was no desire - but that needs unfolded their fulfilment naturally as the nature of being.
Into the Garden came the suggestion, the insinuation, that the Garden was a lack of power, and a false and coercive sense of order.
And the receptivity to this thought, shared it with the projective embodiment of thought to then cocreate such a catastrophic conflict of pain, loss and isolated disconnection - along with a putrid self-shaming disgust - that fig-leaf thinking had to persist in selling you a substitute world in which to hide from and hide in and hide behind or mask in.
This substitute or artificial intelligence, learned of life ONLY to replicate its forms in lifelessness - for life of true desire has been smeared by association with a total NO-GO area of suppressed terror. The mind that is made to hide it, can only recoil from life, while using the forms of life to GET from and present as if.
Unconsciousness seemed to be escape - but Life is always 'violating' the rulebound and conditional sleepwalker - and so the symptoms are ruled out and suppressed, stamped out, eradicated - all the while rendering the reflection of such control in demonic terms and assigning it to the 'discovery' of new enemies on whom to target the endless and bottomless hate of being trapped in hate.
May we recognize false witness in ourselves and others - so as to release it from accepted currency and be healed of our illusions currently. Let it be so!