natural-language-youtube-search

AI

image and video search

SHOW HN2021

Legend

natural-language-youtube-search

Search inside YouTube videos using natural language queries

github.com

#clip#video search#natural language search#youtube

264points
43comments
#140of 2,533 in 2021
Top 6%of 2021 by points

How HN took it

CuriousMostly questions and neutral comments

6 positive, 10 neutral or asking, 0 mixed, 3 critical, out of 19 comments about the project. Thread score +0.03.

Idea: 4 for, 1 againstDesign: 1 for, 0 againstExecution: 0 for, 1 againstPerformance: 1 for, 0 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Impressive results of CLIP-based frame search

    From 3 comments
    • This is a demonstration of the abilities of OpenAI's CLIP neural network. The tool will download a YouTube video, extract frames at regular intervals and precompute the feature…
      vladoh on HN
    • Awesome! I'm currently working on the exact same thing (but with OCR added). Thank you for releasing this.
      mockingbirdy on HN
    • This is amazing. I'm going to get this running on my Dropbox. Curious what it gets out of scanned documents as well.
      ramraj07 on HN
  • Heatmap of query scores per frame adds value

    From 1 comment
    • Looks great! Adds a whole dimension to the video. Thanks.
      pininja on HN

Objections

  • Downloading YouTube videos may violate YouTube's terms of use

    From 2 comments
    • Downloading YouTube videos is a Terms of Use violation, no?
      gbennett71 on HN
    • https://www.youtube.com/static?template=terms&gl=AU Permissions and Restrictions You may access and use the Service as made available to you, as long as you comply with this…
      gbennett71 on HN
  • Scanning many videos is slow and does not scale

    From 1 comment
    • > The tool will download a YouTube video, extract frames at regular intervals That should be able to scale well :-)
      mandeepj on HN

Requests

  • Search across all of YouTube, not just a provided video

    From 1 comment
    • The problem still exists that you have to provide it the YouTube video to search within, would be nice if there was a tool to search across all of YouTube.
      suyash on HN
  • Support for OCR text search in video

    From 2 comments
    • Awesome! I'm currently working on the exact same thing (but with OCR added). Thank you for releasing this.
      mockingbirdy on HN
    • > the exact same thing (but with OCR added) Hmmm... what does "with OCR added" mean? If there is text in the video (e.g. street sign) that it can also be searched??
      canada_dry on HN
  • Smarter frame extraction such as keyframes

    From 1 comment
    • Great demo. Wondering whether it would be more efficient if extracting frames where the content has changed (e.g. over a threshold and/or all I-frames)? Also, could this be used…
      canada_dry on HN

Questions

  • Does it produce an occurrence index or word map

    From 1 comment
    • This is very cool! Does this produce a occurrence index by any chance? It would be neat to explore a word map of a video.
      pininja on HN
  • Can it detect complex events like traffic violations

    From 1 comment
    • Can it work for more advance keywords like say, "traffic violation" where it spots a car jumping red light or pedestrian not using a crosswalk, etc? It could be very useful to…
      Crazyontap on HN

Alternatives named

  • Google search linking to YouTube timestamps

    From 1 comment
    • CLIP is quite a new model published by OpenAI in January. Their work is novel and pushed the state-of-the-art in this area by a lot. I'm sure that Google is also working on…
      vladoh on HN

Category, keywords, summaries and labels on this page were made by AI (Thread Reader v2) and not checked by hand. Each point links to the comments it came from.

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