CLIP, T-SNE, and UMAP - Master Image Embeddings & Vector Analysis

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  • Опубліковано 1 жов 2024

КОМЕНТАРІ • 25

  • @lorenzoleongutierrez7927
    @lorenzoleongutierrez7927 Рік тому +3

    Very useful and well commented video as usual ! . Really, you selected several important topics in one , such as embedding but also speaking about data distributions . Thanks for sharing and I’ll be attentive to the next one !, greetings from Chile 🇨🇱

    • @Roboflow
      @Roboflow  Рік тому +3

      Thanks a lot! I needed some positive feedback today 🙏🏻

    • @lorenzoleongutierrez7927
      @lorenzoleongutierrez7927 Рік тому +1

      @@Roboflow of course man, you deserve it!, keep the great job. cheers !

  • @AI_Sports_Zone
    @AI_Sports_Zone 23 дні тому +1

    I wish you keep posting this type of video

    • @Roboflow
      @Roboflow  23 дні тому

      Anything wrong with my latest videos? ;p

  • @hiropr4
    @hiropr4 Рік тому +1

    Wow, super useful video, thanks a lot! 😮🙏

  • @lekkalasaiteja
    @lekkalasaiteja Рік тому +1

    Nice work brother I did my first computer vision project by your content. Also why dont you make videos on handwriting detection like in bamboo paper application since there there are no such videos on this hand written detection that is digital handwriting may be you will be first to do on this if you do this.

    • @Roboflow
      @Roboflow  Рік тому +1

      No one asked for that before :) That is probably the reason. And thanks a lot for your kind words. It is awesome to hear I managed to contribute and motivate you to learn CV. As for your idea could you add it here: github.com/roboflow/notebooks/discussions/categories/video-ideas ?

  • @patrickwasp
    @patrickwasp Рік тому +1

    Does clip produce meaningful text labels for the embedding? Can you prompt it to change what the embeddings are?

    • @Roboflow
      @Roboflow  Рік тому

      Yup! Take a look at this blog post: towardsdatascience.com/linking-images-and-text-with-openai-clip-abb4bdf5dbd2

  • @alexandrepenha4617
    @alexandrepenha4617 Рік тому +1

    Hi! very good video, thanks. I am having problems doing the plot in visual code, do you have some recommendation when using this app? Thanks in advance!

    • @Roboflow
      @Roboflow  Рік тому

      To be honest, I don’t use VS code. What’s the problem?

    • @alexandrepenha4617
      @alexandrepenha4617 Рік тому

      I am trying to plot the first HTML template and it displays anything.. apparently it is working because no errors are shown, it is only blank@@Roboflow

    • @mayankukani9600
      @mayankukani9600 4 місяці тому

      @@alexandrepenha4617 Were you able to resolve this ? Facing the same issue

  • @MyExRebirth
    @MyExRebirth Рік тому +2

    Stupid comment, but, FIRST

    • @Roboflow
      @Roboflow  Рік тому +1

      Congrats! 👏👏👏

    • @MyExRebirth
      @MyExRebirth Рік тому +1

      @@Roboflow I'm new to AI and ML, but managed to train my first YOLOv8 model after editing & correcting almost 4000 annotations last night in 7-8 hours using the roboflow's annotation tool 😭 I know it's a costly business, but I wish there was a free or discounted plan with higher limits and features as an upgrade from the free plan for students.

    • @Roboflow
      @Roboflow  Рік тому

      @@MyExRebirth sounds like a lot of work. I think we have some credits for students :)

  • @hamzashamaseen2171
    @hamzashamaseen2171 Рік тому +1

    thank you a lot can you make a video about dinov2?

    • @Roboflow
      @Roboflow  Рік тому

      I’m thinking about it 🤔

    • @hamzashamaseen2171
      @hamzashamaseen2171 Рік тому +1

      @@Roboflow you don't need to think, just do it😂😉

  • @alonsovalderrama6688
    @alonsovalderrama6688 2 місяці тому

    Excellent video!

  • @Ronariel
    @Ronariel Рік тому +1

    Do you work with entrepreneurs?

    • @Roboflow
      @Roboflow  Рік тому

      Could you elaborate on the question?

    • @Ronariel
      @Ronariel Рік тому

      I have a personal project that I’ve been working on that involves computer vision and simple robotics. I was just asking if you are willing to work in a project like that?