Fast API Machine Learning Web App Tutorial + Deployment on Heroku

Поделиться
HTML-код
  • Опубликовано: 7 сен 2024

Комментарии • 39

  • @GregHogg
    @GregHogg  Год назад

    Take my courses at mlnow.ai/!

  • @tiber951
    @tiber951 2 года назад +2

    Finally, video's with practical and technical examples in 1 video efficiënt. Much better than any other video on RUclips! Thank you so much!!

    • @GregHogg
      @GregHogg  2 года назад +1

      Really glad to hear that! You're very welcome.

  • @shanguchiha7579
    @shanguchiha7579 2 года назад

    thanks for amazing video, keep up the good work Greg Hogg

    • @GregHogg
      @GregHogg  2 года назад

      You're super welcome 😃😃

  • @siddharthgawande1799
    @siddharthgawande1799 2 года назад

    Amazing tutorial Greg!
    Keep up the good work!!

    • @GregHogg
      @GregHogg  2 года назад +1

      Thanks a bunch Siddharth, that means a lot 😄

  • @sandhya5455
    @sandhya5455 2 года назад +1

    Hi! I can't find the file windows_tflite_install.txt file in your github repo. Would you mind posting the command in the comment section?

  • @arsheyajain7055
    @arsheyajain7055 2 года назад +1

    Love the video!! Happy new year

    • @GregHogg
      @GregHogg  2 года назад +1

      Super glad to hear that!! Happy New Year!!

  • @skylarwhite5044
    @skylarwhite5044 2 года назад

    hi greg, first i'll say thanks for great tutorial deployment ml model. but can u make a "more clean structurre " like a industry. thanks a. much

  • @mikekertser5384
    @mikekertser5384 2 года назад

    Thank you! Very helpful!

    • @GregHogg
      @GregHogg  2 года назад

      Awesome you're very welcome and thank you 😃😃

  • @mahmoudreda1083
    @mahmoudreda1083 2 года назад

    Thanks for this very helpful tutorial, but I have a ModuleNotFoundError: No module named 'tflite_runtime'

  • @mihirpesswani5044
    @mihirpesswani5044 Год назад

    Hey Greg Amazing Video, I am getting an error in the last line of colab notebook.
    AxisError: axis 1 is out of bounds for array of dimension 1
    Can you please re share your colab link as it is not opening. And please suggest any solution to this error.
    Thank You

  • @Luc1an_
    @Luc1an_ 2 года назад +1

    Sir, should I start with tensorflow and do I need to have a thorough understanding of all the maths behind the neural networks to get started with deep learning??

    • @GregHogg
      @GregHogg  2 года назад

      Take your pick honestly. Either way, it'll be learning new stuff :)

    • @Luc1an_
      @Luc1an_ 2 года назад

      @@GregHogg Yeah, Will start with tensorflow. Thanks😃

    • @GregHogg
      @GregHogg  2 года назад

      @@Luc1an_ Best of luck!!!

    • @Luc1an_
      @Luc1an_ 2 года назад

      @@GregHogg Will be coming with a tutorial on TF?

    • @GregHogg
      @GregHogg  2 года назад

      @@Luc1an_ I've got lots of TensorFlow tutorials

  • @mohammedzain9876
    @mohammedzain9876 Год назад

    Hi, how could we use a .tflite object detection model, and do the same thing?

    • @GregHogg
      @GregHogg  Год назад

      Lots of tutorials online for .tflite object detection, I do not have one

    • @mohammedzain9876
      @mohammedzain9876 Год назад

      @@GregHogg can you link me one, for a custom object detection

  • @hamzaabbasi9653
    @hamzaabbasi9653 2 года назад

    Hello Greg, Your tutorial is amazing and very interesting to complete. I am a linux and conda user and this first time I am working on windows and pyenv, and I am not even able to run uvicorn server. I have followed all the steps mentioned in the video and my terminal doesn't recognizes the uvicorn command.
    I have tried a lot of solutions and one that makes sense is the one that I need to set the environment variables for python, but I am so noob in windows that I am not even able to find the python files to set in path.
    Could you please help me out to run this uvicorn server on my windows system?

    • @GregHogg
      @GregHogg  2 года назад +1

      Thanks so much. I'm sorry, but it will be very difficult for me to diagnose this error for you.

  • @GH8774
    @GH8774 2 года назад

    Thanks! How easy would it be to modify this app to detect objects like a couch?

    • @GregHogg
      @GregHogg  2 года назад +1

      Object detection is a little bit different. I plan on in the next couple months making some object detection tutorials. If you wanna see how to train a custom object detector, please see tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/

  • @lydiajones61
    @lydiajones61 2 года назад

    cool

  • @NishantDhingraffgg
    @NishantDhingraffgg 2 года назад

    couldn't find the windows requirements and tflite file on your github

    • @GregHogg
      @GregHogg  2 года назад

      Thank you! I put the windows requirements there. Model is in static/

    • @NishantDhingraffgg
      @NishantDhingraffgg 2 года назад

      @@GregHogg not the model file, actually I was looking for the one liner text file that is used to install tflite in windows

    • @GregHogg
      @GregHogg  2 года назад

      @@NishantDhingraffgg oh right. Hopefully you can read and type in what I have in the video for that :)

    • @tomvandenbergh3429
      @tomvandenbergh3429 2 года назад

      @@GregHogg it doesn't seem to work anymore these days. Do you know how to install tflite on windows these days?
      Thanks

  • @emanuelapape4687
    @emanuelapape4687 2 года назад

    Love the video!! Happy new year

    • @GregHogg
      @GregHogg  2 года назад

      Haha happy new year I suppose and great to hear, thank you!