HowTo100M
Introduced by Miech et al. in HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
HowTo100M is a large-scale dataset of narrated videos with an emphasis on instructional videos where content creators teach complex tasks with an explicit intention of explaining the visual content on screen. HowTo100M features a total of:
- 136M video clips with captions sourced from 1.2M Youtube videos (15 years of video)
- 23k activities from domains such as cooking, hand crafting, personal care, gardening or fitness
Each video is associated with a narration available as subtitles automatically downloaded from Youtube.
Source: HowTo100MBenchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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Howto100M-QA
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Hero w/ pre-training
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Papers
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