Traditionally it was with a sliding window approach using an object recognizer passed over the image at different scales. Now some of the fastest methods like YOLO2 or 3 jointly detect bounding boxes and classify at the same time. (I may be a year or 2 out of date.)
INNOVATION
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Creating High-Impact Advertising with AI Innovation
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Man goals in making an ad that hits this hard https://t.co/dYnQ6xFjXE
— David Herrmann (@herrmanndigital) 29 novembre 2022Man goals in making an ad that hits this hard
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GPT-4 Leap: Early 2023 Startup Opportunities
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GPT-4 will be as big of a leap from GPT-3 as GPT-3 was to GPT-2. Early 2023 is going to be wild. I can't wait to build with it and invest in the best startups who leverage it (culture 2.0, diverse, user-first, intuitive design, strong business sense, brilliant team).
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Meta AI Stanford Tübingen Beat Neural Scaling Laws Data Pruning
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NeurIPS 2022 | Meta AI, Stanford & Tübingen U Beat Neural Scaling Laws via Data Pruning https://
syncedreview.com/2022/11/28/neu
rips-2022-meta-ai-stanford-tubingen-u-beat-neural-scaling-laws-via-data-pruning/
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Andromeda AI Supercomputer: 13.5M Cores, Exascale Computing
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@ykilcher recently spoke about Andromeda, our AI Supercomputer that consists of 13.5M cores, 1 exaFLOP of AI compute, and near-perfect linear scaling. Check out the episode here: https://
hubs.li/Q01tnsyt0 #AI #ML -

GPT-3 Model Improvements: Early Testing Results
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I've been playing around with the new GPT-3 model for a few minutes, and it's already clearly better than the GPT-3 I'm used to using. Will continue to test it out and report findings.
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DeepMind LLM Research at NeurIPS Discussion and Recruitment
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At NeurIPS this week, reach out if you want to discuss our work around LLM at @DeepMind (Chinchilla, Retro, Flamingo), and if you're interested in working with us!
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CIOs Drive Growth Through Technology During Economic Uncertainty
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During times of economic uncertainty, companies look for ways where technology can drive growth and create more economic value faster,” said Juan Perez, chief information officer at
@salesforce
#cio https://
wsj.com/articles/cios-
can-play-key-role-in-guiding-companies-through-slowdown-11669414934
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Cloud and Automation Business Case Outweighs Hype Technologies
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The business case for adopting #cloud and automation is fundamentally sound. The metaverse, NFTs, some aspects of cryptocurrency or technologies that don’t have immediate monetary value will fall out of favor, says Sunil Kanchi of
@USTglobal
#cio https://
wsj.com/articles/cios-
can-play-key-role-in-guiding-companies-through-slowdown-11669414934
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Robot Arm Controlled by AI Language Models at Booth Demo
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Stop by our booth today at 4pm to have a video chat with a robot arm! Ask it to move around objects, or just say hello. Powered by Code as Policies, the system uses the latest language models to write robot code. Read more → http://
goo.gle/3U5CmCg