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I indexed 669 GB of my GoPro videos using my M1 Max computer and local ML models

105 points

3 hours ago

| 7 comments

TLDR: I had 2,207 GoPro videos, and I need to rewatch them to find interesting moments from my cycling journey. I built a project to index them locally on my M1 Max using open-source ML models, search for those moments, and send the best clips straight to my DaVinci Resolve timeline. I indexed 628 videos (668.68 GB, 15h 13m 18s of footage duration), more details in the metrics table in the last section of this article.

Full article: https://iliashaddad.com/blog/i-indexed-669-gb-of-my-gopro-videos-using-my-m1-max-computer

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WarOnPrivacy

35 minutes ago

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I was surprised to learn that the

    M1 Max CPU is an ARM/SoC, comparable to an 11th gen Intel i9

Do I have it right? Would Windows ARM performance be similar for those cpu?

ref: https://www.cpubenchmark.net/compare/4585vs4245/Apple-M1-Max...

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Beijinger

2 hours ago

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Does it work for porn collections too?

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pduggishetti

2 hours ago

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You'll need a lora for this, porn content rejection is heavy. Or you'll need a abliterated model, not sure if vision also works.

You might want to add something like yolo finetune to detect scenes + face recognition too.

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sarjann

1 hour ago

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Asking the important questions

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fhdkweig

38 minutes ago

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The internet is for porn. https://www.youtube.com/watch?v=LTJvdGcb7Fs

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lifestyleguru

1 hour ago

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Last time I tried whisper, it hallucinated an elaborate conversation from sounds of slapping and moaning and it took minutes to spit every single line of it.

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3eb7988a1663

15 minutes ago

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Parakeet has been trained to detect non-voice sounds and exclude that from identification, so you might have better luck with that family.

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supertroop

1 hour ago

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Not sure if you’re being sarcastic but I think this is an interesting question. Would deep seek be useful here since it is local?

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m3kw9

2 minutes ago

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Grab frames, lower res, classify, combine meta data. Write to sql

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fl0id

31 minutes ago

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it is possible to use apple gpu with containers. either with podman + runkit + recent mesa or with recent vllm-metal from docker https://www.docker.com/blog/docker-model-runner-vllm-metal-m...

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iliashad

47 minutes ago

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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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lgats

2 hours ago

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the link https://iliashaddad.com/blog/i-indexed-669-gb-of-my-gopro-vi...

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iliashad

1 hour ago

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Thank you

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rho138