Not true. ConvNets were actually relatively cheap compared to the dominant models of object recognition circa 2007.
They were much smaller than current architectures, of course.
TECHNOLOGY
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ConvNets computational efficiency compared to 2007 object recognition models
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AI Vision Limitations with Dynamic Movement and Scenes
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I agree. I also wonder how it will deal with movements like sitting down, lying down, running – I imagine it only works well with static scenery.
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E/acc Movement Gains Momentum Despite Forbes Controversy
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Standing in solidarity with @beffjezos and the e/acc movement. It was a lame move by Forbes, but we won't be deterred. It's time to accelerate even more…
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ConvNets Early Debates: Computer Vision Community’s Intellectual Journey
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Haha!
It wasn't quite like that.
Many senior members of the CV community were actually very friendly and curious about ConvNets (if skeptical).
There was a true intellectual debate.
Everyone had to have a "theory" of how vision worked.
For me, it was end-to-end gradient-based -
NASA Lunar VIPER Mission AI Planning System Success
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During undergrad and after graduation, I spent 3.5 years at @NASA working on the Lunar VIPER mission helping build a system health aware real time planning advisor using the @JuliaLanguage
. It’s so cool to see this coming together for the mission: -
NASA’s First Robotic Lunar Mission Milestone
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Fun fact, this is technically NASA’s first robotic lunar mission which seems crazy to me!
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RAG relevance for questions using many distant document elements
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RAG can handle all sorts of different questions, it's really appropriate for extracting information from a document. An interesting question is "when the question requires using more many distant elements from doc, is RAG still relevant?"
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RAG system reduces token input from 128k to 2k
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Exactly!
To complement on the end: thanks to the RAG system, the model was fed around 2k tokens each time, down from the 128k tokens of the original document. -
SpaceX Breaches Interstellar Void in 2067
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— Nathan Lands (@NathanLands) 2 décembre 2023
The Red Dwarf footage In the year of 2067, human ingenuity, under the stewardship of the entrepreneur @elonmusk and his enterprise @SpaceX, triumphed in breaching the interstellar void. The year 2055 marked the maiden voyage of these venturesome mechanical scouts, capable of
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Making AI Accessible on Legacy Mobile Devices
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Congratulations, Yann. This is important stuff as most people have access to old phones, but not to smartphones.