Image classification with Python FULL COURSE | Computer vision
Code: github.com/computervisioneng/...
🎬 Timestamps ⏱️
0:00 Intro
0:58 What is image classification?
6:48 Image classification metrics
16:51 Image classification with Scikit Learn
48:35 Image classification with Yolov8
1:33:45 Image classification with Teachable Machine
1:57:22 Pneumonia classification web app
3:38:33 Face attendance system with liveness detection
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#python #imageclassification #streamlit #scikitlearn #yolov8 #teachablemachine
Пікірлер: 49
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@nicholasdupont9097
7 күн бұрын
do you have these images available to download somewhere?
Thank you a lot! You really are helping me. Nowadays I am learning computer vision from you! Thanks a bunch!
Your roadmaps are the most helpful thing ever !!!
@ComputerVisionEngineer
5 ай бұрын
Glad the content is helpful! 😃🙌
@sidalimokrani8275
3 ай бұрын
agree, he's a legend
Man ur so underrated thank you so much !!!!
@ComputerVisionEngineer
10 ай бұрын
You are welcome!! 😃🙌
Really good job, thanks for the course.
@ComputerVisionEngineer
10 ай бұрын
Thank you! Glad you enjoyed it! 😃🙌
underrated utuber
Hola Felipe, me he encontrado con tu canal estos días y me parece de lo mejorcito. Haciendo una prueba me surge un problema con los reflejos de las luces que me causa problemas al clasificar las imagenes. Cuál es la mejor forma de solucionar esto? Muchas gracias por estos vídeos !
Nice job keep going ❤
@ComputerVisionEngineer
10 ай бұрын
Thank you!! 😃
Nice!!!
@ComputerVisionEngineer
10 ай бұрын
😃🙌 Glad you enjoyed it!
I have a question regarding yolov8, you did not provide any test set. and for final evaluation, runs/train folder's confusion matrix should I use? I mean confusion matrix, mAP, precision, recall , how can I calculate ? and on which data? Please make me clear.
good jobe thnx
@ComputerVisionEngineer
10 ай бұрын
Thank you! 🙌
In parking classifier I use the same code as you but I am getting 100% accuracy, is that a problem, I thought I was supposed to get acc < 100%
can you please provide the parking lot dataset? it's not on github :(
@rajarshi7637
3 ай бұрын
Yes please. That would be really helpful @ComputerVisionEngineer
Great job! can you make a video upscale image resolution
@ComputerVisionEngineer
10 ай бұрын
An upscale image resolution app is a very good idea for a future tutorial, I will try to! 🙌
Thanks for the tutorial! In X-Ray tutorial if we increase an image size from 224x224 to 448x448 for example, will it increase the accuracy of the model?
@ComputerVisionEngineer
Ай бұрын
Increasing the image resolution may help to train a more accurate model.
🎉🎉🎉🎉🎉
@ComputerVisionEngineer
10 ай бұрын
😃🥳
Thanks for this nice tutorial. Is it possible to access to the used datasets?
@ComputerVisionEngineer
9 ай бұрын
You are welcome! The used datasets are usually available in each project's github repository. 🙌
@hsnhejazin1177
9 ай бұрын
@@ComputerVisionEngineer thanks. The dataset for empty/full car park was not available. So, I tested the code with car and dog dataset. It was working quite good. However, there is a mem bandwidth issue and I am not capable of processing thousands of images on my system. Can we do this using batching? If yes, is it done by a predefined func? Thanks.
what you think about yolo-nas ? why you dont use it ? thanks for the content
@ComputerVisionEngineer
10 ай бұрын
I haven't had the opportunity to try yolo nas extensively. I will use yolo nas in a future video and share my thoughts about it. 🙌
@corrigeai
10 ай бұрын
@@ComputerVisionEngineer Thanks, you are the best!
unfortunately the dataset for parking detector is not available on github
@ComputerVisionEngineer
3 ай бұрын
Hi, I just checked, all the data related to the parking spot detector and counter video is in the repository github.com/computervisioneng/parking-space-counter
Can you please, inform where you get this dataset?
@ComputerVisionEngineer
8 ай бұрын
Datasets are linked in the github repositories.
@Regittos
8 ай бұрын
Thanks@@ComputerVisionEngineer
@guntursiboro4663
6 ай бұрын
I looked at the github and couldn't find the dataset (the first project). Can you give me the datasets please? @@ComputerVisionEngineer
@piyushsuryawanshi1335
3 ай бұрын
@@ComputerVisionEngineer There is no link for the datasets
Where is dataset?
Where should beginner start for computer vision
@ComputerVisionEngineer
10 ай бұрын
A good way to start learning computer vision is taking a course on OpenCV with Python. This is the link to my course: kzread.info/dash/bejne/l3h9zJeFpayyZKQ.html
Zoom in the screen can't see 😢
@ComputerVisionEngineer
10 ай бұрын
Oh thank you for your feedback, what minute are your referring to?