Moments in Time Dataset: one million videos for event understanding — mentioned by Mathnerd314

Mon, 21 Oct 2019 03:54:14 GMT

I looked for a bit at the MiT dataset paper (https://arxiv.org/pdf/1801.03150.pdf) and I'm honestly not sure what human / general intelligence would be. There's only a single ground-truth category per video, but the categories overlap somewhat and multiple categories can apply. And the ground truth category is only 75-85% agreed upon by humans for some videos. The dataset was not constructed to have 100% performance by humans. I guess to evaluate accuracy fairly you'd have to run another Amazon Turk project, where you run a classifier over the data, take the top 5 and replace the bottom one…

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Moments in Time Dataset: one million videos for event understanding · HackerPapers discussions

Moments in Time Dataset: one million videos for event understanding — mentioned by Mathnerd314