Image classification + feature extraction with Python and Scikit learn | Computer vision tutorial

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🎬 Timestamps ⏱️

0:00 Intro
0:20 Data
1:32 Feature extraction library
2:06 Create PyCharm project
3:59 Train image classifier
18:49 Inference
21:45 Outro

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#python #computervision #scikitlearn #imageclassification #featureextraction #randomforest #pytorch
  1. Computer vision engineer
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Комментарии
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Thank you for this video, I am currently working on my thesis and content like yours helps me understand topics more quickly. God bless you.

linley
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Thanks for this tutorial. I got score 1 with the same dataset!!!

hsnhejazin
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Hello,
Thanks for the video. Your contents are super. As a beginner, to computer vision please guide which video from start and which one mid and which one end from your videos. If possible can you make a playlist on your channel thoose who need to start from the beginning?
Thanks again...!

Niranga.
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This is a channel where every comments gets a reply

genzprogrammer
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Sir any specific reason for using LinuxMint. any optimization you have done fot that purpose.

Ramkumar-rdvq
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Hello! Can you please help me: where should i store images for the classifier (if i share model with someone)?

ani_grl
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i am beginner... maybe you create tutorial on yolo8 image class very detail, from anotation untill model running...some video i saw only train and val model ...

muhammadaqil
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Where can i find the train file, and val file please ?

batoolmadi
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Hey can you create a tutorial for smart Surveillance which detect human intrusion classify between authorised and unauthorised intruders and notify security person usign YOLO V8 please

lawrencerodriques
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Can you similar tutorial with Tensorflow ?

eranfeit
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May I ask what is your OS you frequently use for computer vision work?

I recently tried an image classification and need to config tensorflow for GPU because training on my CPU (~2.40 minutes) takes a longer time compared with training using GPU (~1.30 minutes). The update from tensorflow says that it requires wsl for GPU setup on Windows and MacOS is not supported yet.

nguyenthehoang
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Why is it rare to find a object classification built with pretrained models like yolov8 and yolonas?

milesonme