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

[@ComputerVisionEngineer]

Did you enjoy this video? Try my premium courses! 😃🙌😊 ● Hands-On Computer Vision in the Cloud: Building an AWS-based Real Time Number Plate Recognition System bit.ly/3RXrE1Y ● End-To-End Computer Vision: Build and Deploy a Video Summarization API bit.ly/3tyQX0M ● Computer Vision on Edge: Real Time Number Plate Recognition on an Edge Device bit.ly/4dYodA7 ● Machine Learning Entrepreneur: How to start your entrepreneurial journey as a freelancer and content creator bit.ly/4bFLeaC Learn to create AI-based prototypes in the Computer Vision School! www.computervision.school 😃🚀🎓

[@justhiphop5704]

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

[@ComputerVisionEngineer]

😎💪❤️

[@nhlamuloreply5342]

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

[@ComputerVisionEngineer]

😄 Thank you for your support! 🙌

[@HarsimranKaur-h2o]

bro you have been such a saver throughout my projects

[@shaikimran7139]

Type error: depthwiseconv2D error when diserializing class -can you explain please

[@williamsherman6995]

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?

[@williamsherman6995]

kzbin.info/www/bejne/r5PLaqNphrSMqNU

[@anchurimanideep4828]

You are amazing man, life saver

[@lakshitgupta8749]

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

[@ComputerVisionEngineer]

Thank you for your support! Glad you enjoy the content! 😃💪

[@belalsafy7993]

You are a king👑♥

[@ComputerVisionEngineer]

Thank you! 😃🙌

[@AkgulBozshina]

Love your videos broo ! Keep going 💯👏

[@ComputerVisionEngineer]

Thank you for your support! 😃🙌

[@omdr316]

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

[@ComputerVisionEngineer]

😃 Glad you find the videos helpful! 💪🙌

[@arigatooo24]

hey bro , if u have done this or similar project can i ask for guidance , like can i connect with u somewhere else ?

[@dipitjaywant8044]

Amazing tutorial thanks a lot.

[@harshith24]

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

[@ComputerVisionEngineer]

Hey, In this video I am using an image classifier which I trained with teachable machine and it involves other technologies, that is why it is a different extension. I invite you to take a look at my other video on how to train an image classifier using teachable machine to know more details about the process. 🙌

[@harshith24]

Bro , we used teachable machine , we understood that , but when we are presenting our project , we need to explain the code we used to train our model , is it possible for you to teach us how to train model with code , without teachable machine, it'll be very helpful for us

[@arigatooo24]

@@harshith24 hey did u find out the solution for this ?

[@suzalkachhadiya2116]

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

[@sudhakarm4573]

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))

[@shaikimran7139]

Type error: DepthwiseConv2D when deserializing class -- please explain

[@mostafazaky6446]

me too did you get answer for this ?

[@symsth16]

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

[@ComputerVisionEngineer]

😂 You are welcome, bro! 🙌

[@bharatipyati4583]

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

[@ben10_prvn]

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

[@theoo6727]

sirr you have helped me a lot for my project, thankss

[@ComputerVisionEngineer]

You are welcome! 🙌

[@TheGoldenArm]

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

[@ComputerVisionEngineer]

Thank you for your feedback!

[@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?

[@ComputerVisionEngineer]

Hey Jorge, thank you! glad you enjoy the content! 😃 I have not uploaded any model to streamlit cloud, maybe I could do it for a future video. 🙌

[@jorgeluisg]

@@ComputerVisionEngineer heey Felipe! I made it. I upload my model to streamlit cloud. The issues was related to the dependencies, I push all of my environment dependencies and I didn't realize it could cause issues. I removed all of them and just left it with the basics ones, such as streamlit and yolo

[@ComputerVisionEngineer]

@@jorgeluisg cool! great job! 😃

[@sudhakarm4573]

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

[@rampraveen338]

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

[@joseluismanriqueccopa107]

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

[@ComputerVisionEngineer]

Hey Jose Luis, thank you! Glad you enjoy my videos! 🙌 Do you mean books for advanced mathematics for computer vision? I will search some and probably make a video about it! 😃💪

[@joseluismanriqueccopa107]

@@ComputerVisionEngineer Yes, I was referring to that kind of math and thank you. Hope I can watch that video soon in you chanel 😃

[@sudhakarm4573]

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?

[@ComputerVisionEngineer]

Around 5 minutes for 1 prediction?

[@sudhakarbond]

@@ComputerVisionEngineer yes, what may be the reason? And my app is not working now in streamit, I made it private, Is that the reason? Though, one app may be run private as per streamlit limit policy. I could not contact customer support at both streamlit as well as snowflake.. Are there any alternatives? And I am developing a model and app as part of my Ph.D. could you help me in this regard? Your email please

[@LuizFelipe-jz2dn]

When will the ranking tutorial be posted? It is very important for beginners. thanks for the content

[@ComputerVisionEngineer]

Hey, several tutorials are in the works 😃💪💪, which one do you mean by 'the ranking tutorial'?

[@LuizFelipe-jz2dn]

@@ComputerVisionEngineer😃

[@alola4034]

Hi, I am currently researching this topic. I have some suggestions for the lecturer about 'bounding box' x-ray images of pneumonia at the location of pneumonia. Can you develop this web app to 'bounding box' pneumonia images? Thank you for reading, I hope you will answer me, have a nice day

[@mehwish60]

Have you done the code with bounding box? Pls share.

[@ivykutswa6199]

I'm getting an error when importing util

[@ComputerVisionEngineer]

Hey, what error are you getting?

[@joshortsac]

Can change the data?

[@ComputerVisionEngineer]

Yes, you can build a different image classifier and use it in this project too.

[@lokeshvakkalakula254]

We want face emotion detection with yolo

[@ComputerVisionEngineer]

Ok. Noted. 🙂

[@lokeshvakkalakula254]

@@ComputerVisionEngineer can you share your email id please