Traffic Counting with YOLOv3 and SORT algorithm

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  • Опубликовано: 5 сен 2024
  • Traffic Counter (car, motorbike, bus, and truck) with YOLOv3 Keras and SORT algorithm
    You can check my respitory here:
    github.com/Ben...

Комментарии • 43

  • @imbragrabaric1530
    @imbragrabaric1530 3 года назад +3

    Hello, can you please share your dataset? I'm trying to reproduce this for my master's thesis. Thank you.

  • @aymenhanzouli7236
    @aymenhanzouli7236 3 года назад

    i am facing this error , AssertionError: Mismatch between model and given anchor and class sizes.though i used the model you provided below

  • @ibrahimzainudheen9350
    @ibrahimzainudheen9350 4 года назад

    hello sir
    i find error while running module. i can find that the objects are detected but cannot get the count when running main.py
    the error is as below .please help me out
    boxes,out_class,confidences, midPoint = yolo.detect_image(image)
    TypeError: 'Image' object is not iterable

  • @Ruthgrace16
    @Ruthgrace16 4 года назад +1

    Mantap gan sangat menolong skripsi saya

  • @faqihrofii1878
    @faqihrofii1878 3 года назад

    what version of tensorflow and keras did you used, for this code?

  • @deepasatle
    @deepasatle 3 года назад +1

    Hey very nice n informative. Can u pls help us in how n where to run these codes? do we need GPU

  • @buimanh4971
    @buimanh4971 4 года назад +2

    can u share model file .h
    thank u

  • @taube-au
    @taube-au 4 года назад +1

    Hello! Very interesting work. I'd like to test it, but when retrying, I get errors related to libraries. . So, what versions of keras and TF you use here? I searched for it, but did not find it.
    Thanks in advance for your reply. :)

    • @Juanp082413
      @Juanp082413 4 года назад

      hello! I´m trying to test too. If u want we can talk
      my telegram user is @jgomeher83

    • @taube-au
      @taube-au 4 года назад +1

      Juan Pablo Gomez Hey. I did a lot of tests with different versions of libraries and found the necessary ones: tf == 1.14 (without gpu because of I use mac), and keras == 2.1.5. You also need to install the scikit-learn == 0.21.0 library. Good luck. :)

    • @Juanp082413
      @Juanp082413 4 года назад

      @@taube-au Thanksss bro!!! I´m gonna try!

    • @Juanp082413
      @Juanp082413 3 года назад

      Thanks bro a lot. You're the best

  • @BimoAditya-ej3ku
    @BimoAditya-ej3ku Год назад

    Halo! Saya sangat tertarik dengan proyek anda, dan saya ingin mencoba proyek ini langsung dari repository anda. Namun, ketika saya unduh dan langsung saya jalankan, program ini tidak berjalan dengan semestinya. Apa yang terjadi? Mungkinkah saya melakukan kesalahan? Apa yang terlebih dahulu harus saya lakukan dengan proyek ini sebelum saya menjalankannya?

  • @david.restrepomct1860
    @david.restrepomct1860 2 года назад

    Hi, how are you? I would like to see the .h5 file that you used.

  • @mayatgendruwo6713
    @mayatgendruwo6713 Год назад

    Bro klo pejalan kaki bisa kehitung ga sama si yolo nya? Atau dihitung motor?

  • @alok1077
    @alok1077 Год назад

    How it is buy this system

  • @tamzidalam8766
    @tamzidalam8766 4 года назад

    Can you please tell me from which portion of the code I can get the total number objects detected?

    • @benedictusbayuchristian8951
      @benedictusbayuchristian8951  4 года назад

      Inside yolo.py in detect_image method in out_classes loop. You can open detected_class or out_classes variables

  • @tanushsshetty3274
    @tanushsshetty3274 3 года назад

    Where can i find test video for this

  • @dionstefenmarsahalasinaga5223
    @dionstefenmarsahalasinaga5223 2 года назад

    Apakah ini menggunakan train dataset?

  • @andreasciarrone5197
    @andreasciarrone5197 3 года назад

    Hello! Is it possibile to have the code?? Many thanks!

  • @nguyenanhnguyen7658
    @nguyenanhnguyen7658 3 года назад

    Model Zoo can do this. Must be far more accurate to apply in practice.

  • @TheNasio91
    @TheNasio91 4 года назад

    Congratulation! I see your model is very good. What dataset you used for training? Can you share the weight file?

    • @benedictusbayuchristian8951
      @benedictusbayuchristian8951  4 года назад +3

      Thank you, I used partly COCO dataset for 4 classes and added my own dataset acquired from CCTV. For my model you can download it here drive.google.com/file/d/1T_r637NktGCgDYkBj_4J2-OneIBGsF70/view?usp=sharing

    • @TheNasio91
      @TheNasio91 4 года назад

      ​@@benedictusbayuchristian8951 Do you used particular settings during training?

    • @benedictusbayuchristian8951
      @benedictusbayuchristian8951  4 года назад +1

      @@TheNasio91 I just set input size of my train model to 608x608 and use my own anchor size. I did'nt really change any hyperparameters in yolo NN

    • @world829
      @world829 4 года назад

      Pakek keras sama tensorflow versi berapa?

    • @benedictusbayuchristian8951
      @benedictusbayuchristian8951  4 года назад

      @@world829 tf-gpu 1.14.0, keras 2.1.5

  • @arifindrapratama
    @arifindrapratama 4 года назад +1

    bagi tutorial buatnya dong suhu

  • @intanfarandini
    @intanfarandini 4 года назад +2

    tutorialnya gimana ya?

  • @JaseerPunathil
    @JaseerPunathil 4 года назад

    hello
    can u make a tutorial??pls

  • @yogaalo3940
    @yogaalo3940 3 года назад

    Mas boleh minta emailnya? mau kontak lebih lanjut.

  • @jinsam552
    @jinsam552 4 года назад +1

    hey man can you put yolo.h5 file pls tthx.

    • @Juanp082413
      @Juanp082413 4 года назад +2

      Ey bro
      drive.google.com/file/d/1RWwPQ170LFKhAC_g28eXQAbUNz6SG1zT/view?usp=sharing
      I had to convert the yolo weights using a convert.py script, and
      The necessary ones: tf == 1.14 (without gpu because of I use mac), and keras == 2.1.5. You also need to install the scikit-learn == 0.21.0 library. Good luck. :)

    • @jinsam552
      @jinsam552 4 года назад

      @@Juanp082413 Thx bro :)

    • @oleksandrkozachuk758
      @oleksandrkozachuk758 4 года назад +1

      ​@@Juanp082413 Hey, sir! What the convert.py sctript are you used?

    • @david.restrepomct1860
      @david.restrepomct1860 2 года назад

      @jim Sam Could you share with me the .h5 file you used ?

  • @bolzanoitaly8360
    @bolzanoitaly8360 2 года назад

    False video, completely rejected.
    bring your own video with tutorial. then we shall like.

  • @ril9109
    @ril9109 Год назад

    kak boleh minta email/kontanya? pengen tanya² lebih lanjut