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    Lightwheel released 100,000 hours of first-person video, RoboPapers says

    RoboPapers says the data spans cleaning, tidying, assembly, construction and retail tasks, and was available on Hugging Face as of September 8.

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    1 Source, 22d ago, first seen 22d ago

    TLDR

    RoboPapers says Lightwheel released 100,000 hours of first-person, or egocentric, video. It argues that this kind of data could help address robotics’ data problem because it is cheap to collect, captures diverse human tasks and stays true to real physics. RoboPapers promotes Episode 102 with Lightwheel’s CEO and co-founder to discuss the effort.

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    1 Source, first seen 22d ago

    Combined views

    26.7K

    1 Source, first seen 22d ago

    66 likes
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    5 comments
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    10 reposts

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    5 comments
    71 saves
    10 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    1 Source

    @RoboPapersRobotics has a data problem, and egocentric data is a compelling way to solve it because egocentric data is (1) scalable — it’s cheap to collect — and (2) easily captures the breadth and diversity of real human tasks, while (3) being true to real physics. Lightwheel recently released a hundred thousand hours of high-quality egocentric video data, spread across a wide range of human tasks from cleaning and tidying to assembly and construction to retail tasks. Here to tell us about this tremendous effort is @bgxc, CEO and co-founder of Lightwheel. The data is also available on HuggingFace right now. Watch Episode 102 of RoboPapers, with @micoolcho and @DJiafei, to learn more!

    1 Source

    @RoboPapersRobotics has a data problem, and egocentric data is a compelling way to solve it because egocentric data is (1) scalable — it’s cheap to collect — and (2) easily captures the breadth and diversity of real human tasks, while (3) being true to real physics. Lightwheel recently released a hundred thousand hours of high-quality egocentric video data, spread across a wide range of human tasks from cleaning and tidying to assembly and construction to retail tasks. Here to tell us about this tremendous effort is @bgxc, CEO and co-founder of Lightwheel. The data is also available on HuggingFace right now. Watch Episode 102 of RoboPapers, with @micoolcho and @DJiafei, to learn more!