Image classification WEB APP with Python and Streamlit | Pneumonia classifier | Computer vision
ฝัง
- เผยแพร่เมื่อ 13 มิ.ย. 2024
- Code: github.com/computervisioneng/...
Dataset:
- Data: data.mendeley.com/datasets/rs...
- License: CC BY 4.0
- Citation: www.cell.com/cell/fulltext/S00...
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
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My goodness, this channel is going more and more specific on machine learning application as time goes on. ❤❤❤
😎💪❤️
You are amazing man, life saver
Amazing tutorial thanks a lot.
bro you have been such a saver throughout my projects
Type error: depthwiseconv2D error when diserializing class -can you explain please
Love your videos broo ! Keep going 💯👏
Thank you for your support! 😃🙌
You have become my go to go guy in Machine learning 😂😂😂😂 much love all the way from South Africa
😄 Thank you for your support! 🙌
You have helped me a lot for a project at my university, your videos are very good brother.
😃 Glad you find the videos helpful! 💪🙌
hey bro , if u have done this or similar project can i ask for guidance , like can i connect with u somewhere else ?
You are a king👑♥
Thank you! 😃🙌
I really love your videos. Would you have some suggestions for a good bibliography on the mathematical background used?
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! 😃💪
@@ComputerVisionEngineer Yes, I was referring to that kind of math and thank you. Hope I can watch that video soon in you chanel 😃
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?
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. 🙌
@@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
@@jorgeluisg cool! great job! 😃
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))
Thank you sir, how to modify for more than 2 classes, say if 4 classes.
hi i am struck with util package installation.. could plz help me out..
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
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
Type error: DepthwiseConv2D when deserializing class -- please explain
Thanks for this, also please refrain from using background music(especially this kind of wacky tunes idk) in intros. They are kinda annoying.
Thank you for your feedback!
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
Have you done the code with bounding box? Pls share.
When will the ranking tutorial be posted? It is very important for beginners. thanks for the content
Hey, several tutorials are in the works 😃💪💪, which one do you mean by 'the ranking tutorial'?
@@ComputerVisionEngineer😃
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
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. 🙌
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
@@harshith24 hey did u find out the solution for this ?
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?
Around 5 minutes for 1 prediction?
@@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
Thanks a lot bang!
* anyway "bang" or "abang" in bahasa meaning brother hahaha
😂 You are welcome, bro! 🙌
sirr you have helped me a lot for my project, thankss
You are welcome! 🙌
Can change the data?
Yes, you can build a different image classifier and use it in this project too.
I'm getting an error when importing util
Hey, what error are you getting?
We want face emotion detection with yolo
Ok. Noted. 🙂
@@ComputerVisionEngineer can you share your email id please