Image classification with Python FULL COURSE | Computer vision

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🎬 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

Computer vision engineer

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ComputerVisionEngineer

Thank you a lot! You really are helping me. Nowadays I am learning computer vision from you! Thanks a bunch!

sojidbakhronov

Your roadmaps are the most helpful thing ever !!!

aishwaryam

Man ur so underrated thank you so much !!!!

seththunder

can you please provide the parking lot dataset? it's not on github :(

AruStudiess-ubny

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 !

Rodri

Hi, I am having issues with the weather_dataset project.
I am using Windows10 and VSCode and using 'yolo11n.pt'.
I cannot run the code for the project and I am getting a Permission denied error [Errno 13].

I have tried setting permissions for the folders e.t.c but I am still getting the error.
Thanks.

ArtouroFonzili

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.

sarderiftekharahmed

Really good job, thanks for the course.

RauruTech

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%

jozefhrdy

Hi! Always thank's for your great video :)

But I can't find scikit learn dataset in your github repositories as opposed to yolo8 dataset.
Can you please update your readme file?

avcd-sn

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?

ukam

Thanks for this nice tutorial. Is it possible to access to the used datasets?

hsnhejazin

what you think about yolo-nas ? why you dont use it ? thanks for the content

corrigeai

Great job! can you make a video upscale image resolution

_MrCode

Where should beginner start for computer vision

not_amanullah

unfortunately the dataset for parking detector is not available on github

DevRittes-ptlv

Can you please, inform where you get this dataset?

Regittos

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