Open Source Face Analysis with Python

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  • Опубліковано 12 січ 2025

КОМЕНТАРІ • 76

  • @sefiks
    @sefiks 2 роки тому +148

    Hey 👋 I'm the creator of DeepFace. Thank you for sharing this to the community 🙏

    • @EssaAlshammri
      @EssaAlshammri 2 роки тому +5

      thank you for putting all of those together :)

    • @mignacio79
      @mignacio79 Рік тому

      Maybe my question is very naive, but is it possible to train this model to use this tool with the find option to detect animal species? Either in an online camera or from drones or camera traps? Thank you very much for this development.

    • @rex-up9ln
      @rex-up9ln Рік тому

      Managed to bypass using a 2d photo. Its extremely finicky

    • @thekingschildren8575
      @thekingschildren8575 3 місяці тому

      Yes sir you did a great job.

    • @heyman4534
      @heyman4534 3 місяці тому

      How can I use it on a website project? Can you help me on that?

  • @Jipzorowns
    @Jipzorowns 2 роки тому +4

    I don't comment much on your video's and in general. Though, I've watched many of your video's and streams and learned so darn much from you. Thank you so much, Rob! Wishing you and your channel all the best in 2023. Again, thanks!

    • @robmulla
      @robmulla  2 роки тому +2

      Thanks so much for commenting! Its great to know there are people like you out there learning from these videos. It encourages me to keep making them.

  • @GPHReviews
    @GPHReviews Рік тому +1

    Hey rob, I am getting the type as list for result 12:20, but as u r using keys to index, how u got the dict in return from deep face ? Thankyou

    • @robmulla
      @robmulla  Рік тому

      Thanks for the feedback. It's been some time since I created the video. It's possible the api has changed. You can check the github repo to see if they've made major changes and let me know. Hope that helps.

  • @dataflex4440
    @dataflex4440 Рік тому +1

    Best Channel for data Science Period!.

    • @robmulla
      @robmulla  Рік тому

      I appreciate that you think so!

  • @Infinitay
    @Infinitay 2 роки тому +2

    I’ve been following DeepFace for a while. Thanks for covering it. I’ve been interested in FD and FR and DeepFace made using SOTA models much easier.

    • @robmulla
      @robmulla  2 роки тому

      Glad it was helpful! Having a single package that works with all the SOTA model is super handy.

  • @niealex4299
    @niealex4299 Рік тому +2

    look forward to more content.. love all the content in your channel.. really praticale in a way demotrate the power of AI/ python... and great eye opener as what AI is capable of

  • @ruanwannenburg5471
    @ruanwannenburg5471 2 роки тому +1

    Great video. Thanks Rob!

    • @robmulla
      @robmulla  2 роки тому

      Thanks for watching Ruan, hope you learned something new.

  • @vt100music
    @vt100music 6 місяців тому +1

    hey, does deepface work without the internet? like can i install it on a machine, then unplug my ethernet cable, and it will still work or does it need to talk to the cloud somehow?

  • @tsaashik8048
    @tsaashik8048 Рік тому

    great job keep grinding👌👌

  • @textpower3050
    @textpower3050 Рік тому +1

    Thanks for this video. I was confused by all the different models but after watching this video I have a much better understanding now. Is it possible to download the whole final script? I would love to try it out on my machine. Thanks again you are the best.

  • @TheShox79
    @TheShox79 2 роки тому +1

    Well done! Thank you!

    • @robmulla
      @robmulla  2 роки тому

      Glad it was helpful!

  • @phattruong7472
    @phattruong7472 2 роки тому +2

    Hello Rob Mulla, I wonder if you could share some courses data beginner should take, especially about statistics, maths, and machine learning courses. Thanks a lot.

    • @robmulla
      @robmulla  2 роки тому

      There are a lot out there. Check udamy or edx. Or just watch UA-cam and streams!

  • @henkhbit5748
    @henkhbit5748 2 роки тому +1

    Great, thanks for sharing Rob. For similarity detection, did u try lowering the threshold or use a different function instead of the cosine function for comparing with and without glasses?

    • @robmulla
      @robmulla  2 роки тому

      Thanks for watching Henk. I didn't try much other than using the defaults but those are definately parameters that you can try and adjusting to see if the results are better for you.

  • @phattruong7472
    @phattruong7472 2 роки тому +1

    Could you make video review the laptop you're using and give us any advice on choosing the laptop for data science? Thanks in advance.

    • @robmulla
      @robmulla  2 роки тому

      My laptop is nothing special actually, but I really like my desktop that I built myself with custom parts.

  • @PapiJack
    @PapiJack Рік тому

    Does anyone know what loss functions these backends are using. Or could you point me to them? I'm new to computeer vision. Thanks.

  • @aneerimmco
    @aneerimmco 7 місяців тому

    Yeah , absolutely true, you indeed look alike brad.

  • @xpinchx
    @xpinchx Рік тому +1

    Do you think you'll ever do an MBA? (Market basket analysis) e.g. what e-commerce stores use to group "other people also bought..." lists. I've followed along with a few other text-based tutorials and haven't been able to implement a solution using my own dataset.

    • @robmulla
      @robmulla  Рік тому +2

      Great question. I’m not familiar with that so I doubt it. But I might look into it because it sounds really interesting

    • @xpinchx
      @xpinchx Рік тому

      @@robmulla you're the best, thanks for considering!

  • @irfanjaafar3570
    @irfanjaafar3570 Рік тому +1

    VGG-Face is pretty slow, I would recoment using SFace if anyone want a faster recognition. Great video

    • @robmulla
      @robmulla  Рік тому

      Hey thanks for the comment. I’ll check VGG Face out.

  • @tatelangdon4809
    @tatelangdon4809 Рік тому

    Hi, I followed ur tutorial to instal and use deepfake, everything else worked perfectly, however for the streaming about, it just outputs db path not detected, am not a professional, can anyone just explain what does that mean, and like how to I fix it?? thanks!!

  • @MAKSIMILIN-h8e
    @MAKSIMILIN-h8e Рік тому +1

    Hello. You don't have video streaming data. I think it will be good if you shoot a video on the topic of streaming data in pandas with a binance stream. Next, we use any model on streaming data.

    • @robmulla
      @robmulla  Рік тому +1

      Thanks for the suggestion. That's a good idea. I don't know much about streaming data yet, but I think it could potentially make a really interesting video.

  • @neeraj.kumar.1
    @neeraj.kumar.1 2 роки тому +2

    Please make a video on ANPR using Yolo.

    • @robmulla
      @robmulla  2 роки тому +1

      Thanks for posting! I might do something like that but I think there are already some pretty good videos on youtube about it.

    • @neeraj.kumar.1
      @neeraj.kumar.1 2 роки тому +2

      @@robmulla
      I think you can explain it in more better way.

  • @Itsmepadamsingh
    @Itsmepadamsingh 6 місяців тому

    do you create for the anti spoofing? but into the .py file

  • @muskanadwani8111
    @muskanadwani8111 Рік тому

    I am getting output of facial analysis as type "list" instead of "dictionary"
    pls help me

  • @jdmeyer05
    @jdmeyer05 Рік тому

    Where did you get that T-shirt?

  • @rathgrams
    @rathgrams Рік тому

    Do data scientists only use ipynb and not py files?

  • @SamsungJ-hi5gb
    @SamsungJ-hi5gb 2 роки тому +1

    Can you make video tutorial about implementation of DeepFace using Raspberry Pi for Door Lock? Thanks Mr.Rob.

    • @SamsungJ-hi5gb
      @SamsungJ-hi5gb 2 роки тому +1

      I'm from indonesia

    • @robmulla
      @robmulla  2 роки тому

      Hey! That’s a very specific request. I can’t guarantee I will make that video but hopefully my videos will help you get started!

  • @syahrulmaulanaw6965
    @syahrulmaulanaw6965 2 роки тому +1

    Hi Rob, do you think people can land a job as a data analyst or data scientist without data science degree?
    I'm currently pursuing my Electrical Engineering degree (Control system eng) but got interested in data science field :)

    • @robmulla
      @robmulla  2 роки тому +1

      Great question. I think that working to build up a resume showing your skills in data science is important. Kaggle, projects on github, etc. But also if you are in school try seeing if minoring in computer science is an option. IMO if you have a technical degree like EE it will be helpful to land a job even if it's not specifically in CS/data science. Just my experience though.

    • @syahrulmaulanaw6965
      @syahrulmaulanaw6965 2 роки тому

      @@robmulla thanks for the advice Rob. Actually my degree itself is close to CS in some topics (since i take the concentration in CSE), thats why I have a thought to take the data science more serious. But, Im gonna think about what you've said, cheers

  • @sidarth404
    @sidarth404 Рік тому +1

    Can you pls make video on " speech to text and back to speech instantly" with gtts free neural voice.

    • @robmulla
      @robmulla  Рік тому

      Oh, that would be a good video. I have one on speed to text using OpenAI whisper: ua-cam.com/video/HbY51mVKrcE/v-deo.html
      I don't have anything on text to speech yet though. Maybe in the future.

  • @bagusandrewijaya
    @bagusandrewijaya Рік тому

    how to make deepface.find result as json response?

  • @resresres1
    @resresres1 Рік тому +1

    I'd like to request a video. Can you make a video on reducing .exe file size (either with one file or one directory) when converting .py to .exe? With it being more in depth than simply a generic, "use a clean virtual environment and pyinstaller" and with using some of the popular libraries like pandas/numpy/etc. It's honestly extremely difficult to get any good information regarding this and there are not really any good tutorials on accomplishing this on how to create the smallest exe.

    • @robmulla
      @robmulla  Рік тому

      Hmm. Good suggestion. I don’t know much about exe files but I can try to learn and will let you know.

  • @us30legendfx15
    @us30legendfx15 2 роки тому +1

    how can i import the pictures using googlecollab ?

    • @robmulla
      @robmulla  2 роки тому

      You could upload them or try linking to your google drive?

  • @ThatWeirdKiidOnYT
    @ThatWeirdKiidOnYT Рік тому

    The key to defeating the state sponsored state of the art facial tracking is..Glasses

  • @r3yjt
    @r3yjt Рік тому

    Is it also for Mac?

  • @ExplorewithZac
    @ExplorewithZac 9 місяців тому

    To be fair... You do genuinely look like two different people in those images.

  • @נעםשמשוביץ
    @נעםשמשוביץ 2 роки тому +1

    great video! Can you please share the code?

    • @robmulla
      @robmulla  2 роки тому

      Hey! I’ll try to find it and post. Thanks for watching.

  • @raczyk
    @raczyk Рік тому

    Can DeepFace do race recognition?

  • @RAZZKIRAN
    @RAZZKIRAN Рік тому +1

    please share the code

    • @robmulla
      @robmulla  Рік тому +1

      I believe most of the code was taken directly from the DeepFace docs.

  • @benkhemismarwen2431
    @benkhemismarwen2431 2 роки тому +1

    its unlucky that the accuracy of face recognition is nothing near what big company achieved.

    • @robmulla
      @robmulla  2 роки тому

      Yes, but they can be improved!

  • @CaribouDataScience
    @CaribouDataScience 2 роки тому +1

    Wow! I never would guess that you were of Asian decent?

    • @robmulla
      @robmulla  2 роки тому +2

      Haha. I'm half Indian so technically it's not wrong.