How to serve any machine learning or deep learning model using FastAPI

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  • Опубликовано: 28 дек 2024

Комментарии • 51

  • @divyanshukumar9079
    @divyanshukumar9079 3 года назад +3

    Whenever I was looking for any sort of trying out new things in ML. I just get the solution(idea to start) here. Thanks for your efforts. Looking forward to the next one.

  • @MisalRaj
    @MisalRaj 3 года назад +1

    Finally flask to FastAPI..... great stuff bhaii.

  • @muhammadsupiannoor3485
    @muhammadsupiannoor3485 2 года назад +1

    please make another video similar to this with a different case

  • @LuthandoMaqondo
    @LuthandoMaqondo 10 месяцев назад

    This video is direct, fast and simple. Thank you man💯🔥

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 3 года назад +1

    How would you compare to Streamlit?

  • @arunantony3207
    @arunantony3207 3 года назад +1

    Great video Abhishek :)

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 3 года назад +1

    Looking forward to more FastAPI videos.

  • @talkwithrd5697
    @talkwithrd5697 3 года назад +2

    Really very informative video.
    Get to know about FastApi, and ya now I will also shift to FastApi from flask 😅😅

  • @TusharKale9
    @TusharKale9 3 года назад +1

    Great example of Fastapi very well explained in a lucid way. Thank you.

  • @HarshGhodkar
    @HarshGhodkar 3 года назад +1

    Was looking for a video to make APIs out of my models. Got it , thanks !

  • @johnathanpyers8989
    @johnathanpyers8989 3 года назад +6

    Great Video! Could you make a deep learning life cycle video?

  • @HipHop-cz6os
    @HipHop-cz6os 3 года назад +1

    Always waiting for your videos♥️

  • @vishals8307
    @vishals8307 3 года назад +1

    Will huggingFace be openSource?

  • @fishakil5225
    @fishakil5225 3 года назад +1

    Brother what will be the changes for multi-class ??

  • @srujank9241
    @srujank9241 3 года назад +1

    Appreciate your great work to the community!

  • @imranyounus7559
    @imranyounus7559 3 года назад +1

    You always bring something new, great stuff, shukriya

  • @abhishekkumarsingh7352
    @abhishekkumarsingh7352 3 года назад +1

    so many things got cleared for me thank you

  • @seenamosisa1404
    @seenamosisa1404 3 года назад +1

    how to develop prototype in python for text classification
    please help me

  • @vijendersinghshekhawat6244
    @vijendersinghshekhawat6244 3 года назад +1

    Super awesome. Thanks

  • @lloydguiruela1043
    @lloydguiruela1043 2 года назад +1

    I've liked your video. But I have a question, I already have a model and I wanted to perform get and post from another website with php. How can I achieve it?

  • @rajputjay9856
    @rajputjay9856 3 года назад +1

    Gonna do this practically 👍👍👍

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 3 года назад +2

    What if you want to add html and css? Is there a tool to use with FastAPI?

  • @HipHop-cz6os
    @HipHop-cz6os 3 года назад +1

    Can we upload images?

  • @sanskarram992
    @sanskarram992 3 года назад +1

    Great video.....

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 3 года назад +1

    Thanks

  • @0730pleomax
    @0730pleomax 3 года назад +2

    Sir, any suggested video on deployment? like wrappe this fastapi application to a docker image and serve on AWS or whatever is the best practice in the industry! Really need these kind of video. Thank you sir for making this great resource.

    • @sidkapoor9085
      @sidkapoor9085 2 года назад

      One year late but did you find anything? :)

  • @adhikarikalyan
    @adhikarikalyan 3 года назад +1

    Thank you Abhishek

  • @vishwajithpuranik
    @vishwajithpuranik 3 года назад +1

    Good video thanks😀

  • @shkarupa_dc
    @shkarupa_dc 3 года назад +1

    It's simple and cool video to start! Abhishek, I started learning ML and DL like 2 month ago. I've read your fantastic book and try some ongoing Kaggle competitions. I'd like to ask you to make video about different optimizers and schedulers. I have some problems with choosing right ones and hypertuning their parameters. Optuna helps me, but it's really takes a lot of time( Could you also recommend a great DL book (like your one) to improve my knowledge? Or maybe it's better to read articles and dive into variety of Kaggle Kernels?

  • @mehmetkaya7010
    @mehmetkaya7010 3 года назад +1

    Best introduction

  • @ahmedahmed-xi6yh
    @ahmedahmed-xi6yh 3 года назад +1

    Hello
    thanks for the video
    how can i set the uvicorn host to be a public url please
    i want to build a sentiment api and i need to send the url to someone who can test it

  • @dingding4898
    @dingding4898 3 года назад +1

    What about an Object detection problem? Any resources I can look to do this using FastAPI?

  • @saigowthambabuamburi6158
    @saigowthambabuamburi6158 3 года назад +1

    I used pickle file to dump my model and build a fastapi webfile....but it is showing internal server error...what does this mean...I think I have written my code correctly. Can you please help me solve this. Thank you

  • @vikasdubey7216
    @vikasdubey7216 3 года назад +4

    Thanks for a very informative video. I have a small request, can you perhaps make a video handling sequences which exceeds the length of 512 tokens with BERT. Is it even possible to achieve it?

  • @raywilliams2078
    @raywilliams2078 3 года назад +1

    It's really great tutorial!

  • @SanthoshKumar-dk8vs
    @SanthoshKumar-dk8vs 3 года назад +1

    Great😋👍

  • @rohanshah8129
    @rohanshah8129 10 месяцев назад

    How to get dark theme in swagger ui

  • @AdityaJha1
    @AdityaJha1 3 года назад +1

    Great video, your content is always great, glad I could learn from the master of the field himself

    • @abhishekkrthakur
      @abhishekkrthakur  3 года назад +1

      Thank you for your kind words. I'm just a learner :)

  • @lamya9168
    @lamya9168 2 года назад

    I have a question, the model will be trained each time you reload the api.py file? is there any method to save the model and use it without retraining again?

  • @adityasharma-im7ky
    @adityasharma-im7ky 3 года назад +1

    Please share git repo..

  • @RedShipsofSpainAgain
    @RedShipsofSpainAgain 3 года назад +1

    Which GitHub repo is this Abhishek?

    • @abhishekkrthakur
      @abhishekkrthakur  3 года назад +2

      well, fastapi can be found by a simple google search. tez is here: github.com/abhishekkrthakur/tez
      i dont share code for many tutorials and expect viewers to implement and share them :) sometimes i share code and i clearly mention that i have.

    • @RedShipsofSpainAgain
      @RedShipsofSpainAgain 3 года назад

      @@abhishekkrthakur Thanks that's what I thought. And thanks for these videos. Very helpful for learning new libraries and I enjoy your teaching approach. I typically follow along on one screen in my own VS Code editor while I watch your videos on a 2nd screen. The community appreciates you!

  • @amitrawat3637
    @amitrawat3637 3 года назад +1

    Swagger

  • @t4tripstours429
    @t4tripstours429 2 года назад

    Can you please guide me on how to access the server through SSR, and how to train the deep learning model with the high-performance server with ssh and a webpage? i will be very thankful if you and anyone here guide me about this

  • @as5728-h1i
    @as5728-h1i 3 года назад +1

    With FastAPI I don't need to learn go or nodejs , with blazing super speed fastAPI is all I need to deploy ML app

  • @adolfabhishek5329
    @adolfabhishek5329 3 года назад +1

    My name is also Abhishek 😂😁

  • @cedricmanouan2333
    @cedricmanouan2333 3 года назад +1

    Miam miam 🤤