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

  • @ComputerVisionEngineer
    @ComputerVisionEngineer10 ай бұрын

    Dive into a world of exclusive computer vision content on my Patreon: www.patreon.com/ComputerVisionEngineer

  • @nicholasdupont9097

    @nicholasdupont9097

    7 күн бұрын

    do you have these images available to download somewhere?

  • @sojidbakhronov8518
    @sojidbakhronov851829 күн бұрын

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

  • @aishwaryam936
    @aishwaryam9365 ай бұрын

    Your roadmaps are the most helpful thing ever !!!

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    5 ай бұрын

    Glad the content is helpful! 😃🙌

  • @sidalimokrani8275

    @sidalimokrani8275

    3 ай бұрын

    agree, he's a legend

  • @seththunder2077
    @seththunder207710 ай бұрын

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

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    You are welcome!! 😃🙌

  • @Raauruu
    @Raauruu10 ай бұрын

    Really good job, thanks for the course.

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    Thank you! Glad you enjoyed it! 😃🙌

  • @rajeeell
    @rajeeell23 күн бұрын

    underrated utuber

  • @Rodri333
    @Rodri333Ай бұрын

    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 !

  • @zephyrus1333
    @zephyrus133310 ай бұрын

    Nice job keep going ❤

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    Thank you!! 😃

  • @lanreuzamere4994
    @lanreuzamere499410 ай бұрын

    Nice!!!

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    😃🙌 Glad you enjoyed it!

  • @sarderiftekharahmed5558
    @sarderiftekharahmed55583 ай бұрын

    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.

  • @aissagasmi4144
    @aissagasmi414410 ай бұрын

    good jobe thnx

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    Thank you! 🙌

  • @jozefhrdy299
    @jozefhrdy299Ай бұрын

    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%

  • @AruStudiess-ub3ny
    @AruStudiess-ub3ny9 ай бұрын

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

  • @rajarshi7637

    @rajarshi7637

    3 ай бұрын

    Yes please. That would be really helpful @ComputerVisionEngineer

  • @_MrCode
    @_MrCode10 ай бұрын

    Great job! can you make a video upscale image resolution

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    An upscale image resolution app is a very good idea for a future tutorial, I will try to! 🙌

  • @ukam161
    @ukam161Ай бұрын

    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

    @ComputerVisionEngineer

    Ай бұрын

    Increasing the image resolution may help to train a more accurate model.

  • @Intellectualmind4
    @Intellectualmind410 ай бұрын

    🎉🎉🎉🎉🎉

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    😃🥳

  • @hsnhejazin1177
    @hsnhejazin11779 ай бұрын

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

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    9 ай бұрын

    You are welcome! The used datasets are usually available in each project's github repository. 🙌

  • @hsnhejazin1177

    @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.

  • @corrigeai
    @corrigeai10 ай бұрын

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

  • @ComputerVisionEngineer

    @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

    @corrigeai

    10 ай бұрын

    @@ComputerVisionEngineer Thanks, you are the best!

  • @DevRittes-pt4lv
    @DevRittes-pt4lv3 ай бұрын

    unfortunately the dataset for parking detector is not available on github

  • @ComputerVisionEngineer

    @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

  • @Regittos
    @Regittos8 ай бұрын

    Can you please, inform where you get this dataset?

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    8 ай бұрын

    Datasets are linked in the github repositories.

  • @Regittos

    @Regittos

    8 ай бұрын

    Thanks@@ComputerVisionEngineer

  • @guntursiboro4663

    @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

    @piyushsuryawanshi1335

    3 ай бұрын

    @@ComputerVisionEngineer There is no link for the datasets

  • @mohamedmedo5476
    @mohamedmedo547610 ай бұрын

    Where is dataset?

  • @not_amanullah
    @not_amanullah10 ай бұрын

    Where should beginner start for computer vision

  • @ComputerVisionEngineer

    @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

  • @not_amanullah
    @not_amanullah10 ай бұрын

    Zoom in the screen can't see 😢

  • @ComputerVisionEngineer

    @ComputerVisionEngineer

    10 ай бұрын

    Oh thank you for your feedback, what minute are your referring to?

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