I tried building an ML Cancer Segmentation API in 15 Minutes
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- Опубликовано: 20 окт 2022
- Was originally meant to be satellite segmentation but 🤷 I think this is cooler anyway.
In this episode we're going to try to build AND deploy a machine learning Cancer Segmentation API using Python, Tensorflow, FastAPI and Heroku...all in 15 minutes.
🤖 Get the CODE: github.com/nicknochnack/Segme...
💼 Find AWESOME ML Jobs: www.jobsfromnick.com
Oh, and don't forget to connect with me!
LinkedIn: bit.ly/324Epgo
Facebook: bit.ly/3mB1sZD
GitHub: bit.ly/3mDJllD
Patreon: bit.ly/2OCn3UW
Join the Discussion on Discord: bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
#machinelearning #codingchallenge #tkintertutorial #python 
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I say yes please, an end-to-end tutorial please. This could be really useful for me to use in my job. Thank you.
You got it @C GG!!
Yeeehaw
@@NicholasRenotte Hi Nicholas, i am also very interested in an end to end tutorial. I would like to see, cuz this topic is very important to me. So it would be good if you covered it all. Thanks man. I appreciate your job and your videos are helpful.
"Plus one" this post 🙌🏼🚀
I would love to see a end-to-end cancer detection tutorial
Those sound effects always make my day 😅great job Nich and yes to the full tutorial 👌
LOL, I've been having way too much fun with them. I've got a whole folder of them now 😂
Great video Nick. I like this kind of business oriented video 👍
Hi Nicholas! Your videos are absolute gold in learning machine learning! I just have one request if you have the possibility to get to it at some point
You have countless tutorials that are so useful, but i cant really seem to find a video talking about how you structure the neural network itself. Like why do you choose the layers you have, how do you know how many nodes should be in each layer. How do you know what kind it should be?
I would love to see a breakdown on how you plan, or experiment with it! I feel like i would get so much out of it, and im sure im not alone!
Great topic to dive into, i might need to plan a little more for that one but agreed I think it'll be useful to get that thought process into a vid. Will plan for it Zua!
Yes, please do this
I would love an end to end tutorial! Thanks for the knowledge!
Thanks Lucius!! Will get it on the runway!
Yes please, it'll be great to have the end to end tutorial , and thanks for this super great channel
Anytime Syy, alright in the works!
Yes please do an end-to-end tutorial. Great tutorial. Thanks
Am now doing your object detection tutorial. I love it .
always. always great video. good job nick. love ur videos.❤
Hey man, awesome video! Are you going to do the end-to-end tutorial?
Nice tutorial. Thanks, man.
End to end tutorial would be amazing!!
Yes Nick, please do start to end
you did well in 15 min only , and yes about the tutorial
Cheers Faisal! You got it!
Love your content Nick🔥, Please do End to end tutorials.
🙏🙏🙏 Thanks prasanth!
I would love to learn something more end to end in similar or same topic.
Very informative.
You got it Swapnil!
Love your video and need end to end tutorial
Bro, waiting for end-to-end tutorial 🤩
Please do a full end-to-end tutorial. Thank you so much!
You got it @abdnahid! Thanks for checking it out 🙏
Thanks for this sir, how can we dockerize it? Also please do video for creating an endpoint for object detection API too
Very nice content keep it up
It is interesting to see such a skilled and prominent ML engineer / Data Scientist using Windows 10.
Do you think modern DS / ML can be done predominantly on Windows (together with WSL) ? I believe so.
How was that segmentation model made?
Please do an aerospace or aeronautical project, I can't wait to see you get creative and what ideas you can come up with.
🤔🤔🤔 you got it!!
Very important project. Ai is being able to analyse images better than human.
It's pretty wild what's possible!
Yes please do an end to end tutorial
Hey Nicholas could you please update your tutorials on Reinforcement Learning? It seems that Keras Rl2 has been deprecated...
Kindly make a video on how to make Functional models?sequential models are available every where.
No problem, can do!
Yes! End2End please!
He's a genius❤
You are amazing!!
Oohhhh, shucks, thanks @Golden!
Hello do you plan any Stable Diffusion image gen videos ?
Checked this out? ruclips.net/video/7xc0Fs3fpCg/видео.html
OK a quick question how do you make
Can you make a vid about how to do you plane this thing. It is so cool.
Great video. As Heroku is going to remove all free tier, any other free alternatives to deploy our API?
Railway
What Ansh said tracks with what I've seen, Render might be another alternative!
I love your Videos.
Great! Could you make a video for FiftyOne tools.
Ooooh I like this idea, you got it Phi!
Hi Nicholas,
Is it possible you can give a beginner's class on how to setup Python for a beginner?
Same with dicom images?
where can I get free trained models? and do you have video on how to train them?
Github usually or paperswithcode.com!
End to end tutorial pleeeeease :)
End to End please
end-to-end tutorial please Yeahh!!!!
You got it Carlos!
who got the gift card and how do you claim it?
Do an end-to-end tutorial on this please!
You got it!!
@@NicholasRenotte Thank you so much Nick!!
yes end to end project
please do an end to end tutorial for this
You got it @Kush!
🔥
I'd still call that a win
Thanks a mil @David, honestly even I was like 'Oh....the API worked first time round?'. Deployment and environments are always fun to deal with.
Can we get a flower image classification of atleast 40 classes :(
awesome
Great code and solution! Can you create a video about routing multiple points (10 clients for example) in a map, from a excel spreadsheets and plot them with the best route? Using Python, of course. Hello from Brazil
You are the besssssstttt 🤩🤩
End2end pls !
Thanks Swami, you got it!
And also bring ml in ethical hacking model if possible
Think think means look look look you sure there's nothing under
In 15 min how tf is he doing this
Hey @NickolasRenotte I could not get my API to deploy
Got errors for me?
@@NicholasRenotte yes sir once I get home I will send the reject
@@NicholasRenotte {"detail":"Method Not Allowed"} after running uvicorn api:app
Change the request type to POST in postman
@@NicholasRenotte Hey I am getting this now (Uvicorn running on 127.0.0.1:8000 (Press CTRL+C to quit)
INFO: 127.0.0.1:49709 - "GET / HTTP/1.1" 405 Method Not Allowed), I know your busy. I apologize.
Bro please check my linkedin DM 😊