Image classification WEB APP with Python and Streamlit | Pneumonia classifier | Computer vision

Dataset:
- License: CC BY 4.0

0:00 Intro
1:28 Start
3:44 Code
7:21 Setup web app
20:12 Classify function
28:59 Model performance
34:02 Improve performance
39:15 Change background
20:48 Outro

#computervision #python #imageclassification #pneumoniaclassification #webapp #streamlit

[ComputerVisionEngineer]

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[justhiphop]

My goodness, this channel is going more and more specific on machine learning application as time goes on. ❤❤❤

[nhlamuloreply]

You have become my go to go guy in Machine learning 😂😂😂😂 much love all the way from South Africa

[HarsimranKaur-ho]

bro you have been such a saver throughout my projects

[lakshitgupta]

bro you are so under rated and life saver i liked and subsribed to your video ! thanks mate for the nice video

[omdr]

You have helped me a lot for a project at my university, your videos are very good brother.

[williamsherman]

Loving your videos! Thank you for producing and sharing these. Which video do you build the pneumonia image classifier in? A video does not pop up on screen at 3:26 when you suggest it does. I've reviewed your previous videos, but cannot find it. Can you guide me to the image classifier build video you made for pneumonia_classifier.h5?

[TheGoldenArm]

Thanks for this, also please refrain from using background music(especially this kind of wacky tunes idk) in intros. They are kinda annoying.

[suzalkachhadiya]

how have you created model?
wanna learn to create model first

[harshith]

In the image classifier vedio, you have got a model.p file, here the classifier is a H5 file, where did H5 file come from and where should we use model.p file

[ben_prvn]

hi i am struck with util package installation.. could plz help me out..

[bharatipyati]

Sir how can run this project because in pycharm the program is not executing can you just help me out it is giving me errors

[sudhakarm]

Thank you sir, how to modify for more than 2 classes, say if 4 classes.

[sudhakarm]

ValueError: In this `tf.Variable` creation, the initial value's shape ((3, 3, 176, 1)) is not compatible with the explicitly supplied `shape` argument ((7, 7, 176, 1))

[rampraveen]

Bro i am doing a project on knee osteoarthritis detection from xrays but the test accuracy is getting only upto 70 but we have to get upto 90, is there any possibility that you can help me

[jorgeluisg]

Hello Felipe, how are you? These videos are awesome man! I've followed some of them and I feel I've learned lot of things. Thank you!

I want to upload my app to streamlit cloud with the yolo model I trained but I'm having issues with the dependencies. Have you uploaded any model to streamlit cloud?

[shaikimran]

Type error: DepthwiseConv2D when deserializing class -- please explain

[joseluismanriqueccopa]

I really love your videos. Would you have some suggestions for a good bibliography on the mathematical background used?

[sudhakarm]

Thanks for great explanation, and it is working for my application and data, I was searching on the net, many resources, But you are the best. But my classifier takes so much time, like about 5 minutes for prediction.. How to improve?

[symsth]

Thanks a lot bang!
* anyway "bang" or "abang" in bahasa meaning brother hahaha