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iliashad
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1.
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by
iliashad
3mo ago
Link: https://iliashaddad.com/blog/i-indexed-37h-of-my-youtube-lib...
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Show HN: I indexed 37h of my videos using an RTX 4090 and local ML models in 24h
4 points
by
iliashad
3mo ago
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1 comments
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by
iliashad
3mo ago
I made part two of this, but this time using RTX 4090: https://iliashaddad.com/blog/i-indexed-37h-of-my-youtube-lib...
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by
iliashad
3mo ago
TLDR: Following my recent blog post and Hacker News post ( https://news.ycombinator.com/item?id=48528029 ). where I ran the desktop app on my M1 Max. Today, I used Edit Mind (my source-available, local-first video indexing to
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by
iliashad
3mo ago
Thank you so much for your support over Hacker News, I wanna share with people of HN. a special discount code "HACKERNEWS", use it here https://shop.edit-mind.com/checkout/buy/9f18a6f0-b437-47ec-b... and
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by
iliashad
3mo ago
I'm not sure if it's possible or not, the goal of my project was to utilize local models and your local machine instead of uploading your videos to the cloud. there's couple of cloud services that offer video indexing very we
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by
iliashad
3mo ago
That's good, also the Davinci resolve integration works with the Free and Studio version the same way.
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by
iliashad
3mo ago
You're welcome. As of now, the project narrow down your options instead of watching 3-4 videos (5 min each, as an example), you can watch 3 clips from them instead (1s to 2.5s each). It gives you only the video moments that you need to
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by
iliashad
3mo ago
That's great, would love to hear your feedback then
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by
iliashad
3mo ago
Can you check again ? I'm not sure why it's show a cloudflare error
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by
iliashad
3mo ago
Thank you! I'm using RAG, I have every video scene indexed individually in the vector database. When I'm asking the agent, it'll use an Ollama model to understand the request, use the available search tool (searching using tr
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by
iliashad
3mo ago
That's really great, thank you!
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by
iliashad
3mo ago
Fair enough, what would like to see as an example video and I would make it. For the dog barking videos, those are only the video scenes that I have a dog barking sound in the video. I'll keep adding more prompts and example videos, ke
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by
iliashad
3mo ago
Can you please elaborate more?
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by
iliashad
3mo ago
I agree with that, thank you for your feedback. Also, maybe you're not a video editor and you just wanna search your videos. The video editing integrations are optional and you have full control. You can switch between Adobe Premiere P
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by
iliashad
3mo ago
Thank you, would like to know your use case for this kind of project and which prompt you want to genearte ?
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by
iliashad
3mo ago
Sure, I'm using ( https://huggingface.co/collections/Qwen/qwen25-vl ) which can help me understand action like falling down, because I can provide for example 5 frames (down scaled to 720p) to understand what i
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by
iliashad
3mo ago
> Aha, it makes total sense. This number sounds much more reasonable than “669 GB”, since the actual total size of processed frames would be like 10-30 GB. The reason why is “669 GB” is the total raw footage size when I'm doing the
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by
iliashad
3mo ago
That's great, I checked your article when it was in front page because someone mentioned my project in the comments. Good job for the article and the project. That's great, yes local models are getting better and better
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by
iliashad
3mo ago
Yes, and it’ll result in much faster results than the ones that I did with my computer
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by
iliashad
3mo ago
That’s good to hear, open source ML models are getting better and better. I did a small experiment to generate a Spotify year in review like video here is a preview video https://github.com/IliasHad/edit-mind/tree&
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by
iliashad
3mo ago
That’s great to know, thank you!
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by
iliashad
3mo ago
Not really. Grab frames, lower res, classify, combine metadata, transcribe the audio, convert those data (text, visual and audio) to embedding, save them over a vector DB and SQL DB. Which helped me to do semantic search, RAG, search using
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by
iliashad
3mo ago
I was looking for a solution for this issue of running docker containers over MPS and utilizing their GPU power. I think this project will be the solution for it, I’ll try it very soon and add support for it. Thank you, much appreciated
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by
iliashad
3mo ago
Yes, I didn’t look at it. But does it upload your videos to the cloud or process them locally? And does it allow to provide custom faces data to help labeling faces in your videos ? I think Adobe premiere pro have it as well but cloud proce
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by
iliashad
3mo ago
To your question, I can’t deny or confirm that because I didn’t tried it this project over a Windows machine yet or a machine with this config
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by
iliashad
3mo ago
Why it’s always the same question? Hahah. I posted my project over Reddit and I got the same one hahah
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by
iliashad
3mo ago
I would love your feedback and suggestions for new improvements or features you wanna have, either in the source available version, the desktop app or blog post itself?
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by
iliashad
3mo ago
I tried to edit it and add Show HN, but it doesn't show the edited version. Thank you!
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by
iliashad
3mo ago
Thank you
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