AI-driven BIRD IDENTIFICATION on RASPBERRY PI (Part 2) - Using CUSTOM DATA MODEL

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  • เผยแพร่เมื่อ 23 ธ.ค. 2024

ความคิดเห็น • 5

  • @JurassicCorgi
    @JurassicCorgi 4 หลายเดือนก่อน +3

    Seeing the AI identify even a few birds in less than perfect conditions was very cool

    • @jeffs_piinthesky
      @jeffs_piinthesky  4 หลายเดือนก่อน

      Indeed! I was pretty thrilled with the outcome!!! Should be really good when I have the model refined with more sample data!!

  • @webflue
    @webflue หลายเดือนก่อน +1

    Great video! I've been wanting to get into AI and needed an idiots guide to create a dataset. At the moment I'm using Frigate for the detection and "whosatmyfeeder" for the classification, so being able to create my own dataset will be invaluable. Do you know where I can get a test lite dataset of UK birds before I start to create my own? I have a feeling this is going to be a big rabbit hole that I'm just falling into :-)

    • @jeffs_piinthesky
      @jeffs_piinthesky  หลายเดือนก่อน +1

      Great that you're enjoying the project!!! I tried an off the shelf dataset in part 1 and it really didn't work too well. The big problem is simply that the bird forms such a small portion of the overall image so I found it finding lots of false positives like shadows being identified as crows. So I'd suggest you take the leap and make your own. Even with a very modest dataset of 100-200 images, you can get some really good results. It's laborious and time consuming but you get a far better end result. Let me know how you get on!

    • @webflue
      @webflue หลายเดือนก่อน

      @@jeffs_piinthesky Still haven't got past getting pyenv installed and working (after many hours) but it's sometime the journey thats of most value and not the results :-) Hopefully the results will be good!