Object Detection using Python, OpenCV and Deep Learning




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#objectdetection #python #deeplearning
In this new session, we are going to learn how to perform object detection in both images and video streams using: OpenCV, Python, and Deep Learning.

We’ll start with a brief discussion of how deep learning-based object detection works, including the concept of “deep metric learning”. From there, I will help you install the libraries you need to actually perform the object detection. Finally, we’ll implement object detection for both still images and video streams.

To access the code, kindly see this Github repo:
https://github.com/KingArnaiz/Object-Detection-Tutorial

Source


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Comment List

  • Pinoydatascientist
    December 9, 2020

    PLEASE HOW CAN I SOLVE THIS ERROR :
    =================
    usage: deep_learning_object_detection.py [-h] -i IMAGE -p PROTOTXT -m MODEL [-c CONFIDENCE]
    deep_learning_object_detection.py: error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model

  • Pinoydatascientist
    December 9, 2020

    hi sir, thank you for this info. I am new in python and Im using MAC, I was able to update the python to 3.9. When I try to run the program, I didn't get any error however, the output is not showing and I don't know why 🙁 Any tips or advice on this. Thank you so much and more power!!!!

  • Pinoydatascientist
    December 9, 2020

    Traceback (most recent call last):

    File "deep_learning_object_detection.py", line 4, in <module>

    import cv2

    File "C:UsersMarquez FamilyAppDataRoamingPythonPython37site-packagescv2__init__.py", line 5, in <module>

    from .cv2 import *

    ImportError: DLL load failed: The specified module could not be found.

    Im getting this error. What do you think is the problem and how can i fix it?

  • Pinoydatascientist
    December 9, 2020

    7:15
    use this line here….
    this is the line..
    what line???? HHAHAHAHHA
    explain it with details pls

  • Pinoydatascientist
    December 9, 2020

    Hello sir I got an error says usage: deep_learning_object_detection.py [-h] -i IMAGE -p PROTOTXT -m MODEL

    [-c CONFIDENCE]

    deep_learning_object_detection.py: error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model

  • Pinoydatascientist
    December 9, 2020

    i'm got error like this :
    error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model

  • Pinoydatascientist
    December 9, 2020

    I get this error
    error: (-2:Unspecified error) FAILED: fs.is_open(). Can't open "MobileNetSSD_deploy.caffmodel" in function 'cv::dnn::ReadProtoFromBinaryFile'

  • Pinoydatascientist
    December 9, 2020

    the sound is loud you can deafen. This is a dislike

  • Pinoydatascientist
    December 9, 2020

    Its showing that it can't open mobilnetssd_deploy.prototxt.txt

    what should i do to resolve it

  • Pinoydatascientist
    December 9, 2020

    where to learn opencv

  • Pinoydatascientist
    December 9, 2020

    I'm facing argparse error…can anyone help?

  • Pinoydatascientist
    December 9, 2020

    Where to run this code??
    Pls help

  • Pinoydatascientist
    December 9, 2020

    Can I use a simple action camera (eg., Akaso) in object detection? Furthermore, what would be the minimum resolution for the purpose of tracking vehicle detection using Python? Watched you during the Sparta Zoom meeting last Nov. 26. Thank you! 🙂

  • Pinoydatascientist
    December 9, 2020

    please help?
    usage: deep_learning_object_detection.py [-h] -i IMAGE -p PROTOTXT -m MODEL

    [-c CONFIDENCE]

    deep_learning_object_detection.py: error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model

  • Pinoydatascientist
    December 9, 2020

    Hey nice video at least I have enough knowledge to finish my project.

    But I am getting an error:

    usage: deep_learning_object_detection.py [-h] -i IMAGE -p PROTOTXT -m MODEL

    [-c CONFIDENCE]

    deep_learning_object_detection.py: error: the

  • Pinoydatascientist
    December 9, 2020

    dude, ur intro is too loud !!!

  • Pinoydatascientist
    December 9, 2020

    hai could u show how to save the video?

  • Pinoydatascientist
    December 9, 2020

    Hi, nice and informative video. I'm a final year IT student and I have been given the project of Litter Recognition . I have no idea where to start , and it'd be great if you can help me out
    Can you do one on Litter Recognition? Like when a person throws a litter on the floor , the program will detect the litter and zoom into the person's face. Thanks it advance.

  • Pinoydatascientist
    December 9, 2020

    thank you for your explanation, it is a real helpful video

  • Pinoydatascientist
    December 9, 2020

    Thank you so much for such an informative video. It was really helpful. Could you please guide me on how can I do fruit detection using python, OpenCV

  • Pinoydatascientist
    December 9, 2020

    What is frame? And why the vedio is in small size why we can't show in full screen, is there any option to show in full screen pls clarify

  • Pinoydatascientist
    December 9, 2020

    There is a way to expand your model?

  • Pinoydatascientist
    December 9, 2020

    Your Dataset?

  • Pinoydatascientist
    December 9, 2020

    That's some BS explanation man

  • Pinoydatascientist
    December 9, 2020

    Hey nice video at least I have enough knowledge to finish my project.
    But I am getting an error:
    usage: deep_learning_object_detection.py [-h] -i IMAGE -p PROTOTXT -m MODEL

    [-c CONFIDENCE]

    deep_learning_object_detection.py: error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model

  • Pinoydatascientist
    December 9, 2020

    Hello sir good day. Im currently a 2nd yr IT student. Unya gusto nako ma master ang python and interesting kaayo imo contents. Sir asa ko pwede mag sugod? Basin naa ka references. Pdfs nga pwede ma download. It would be helpful. Thanks and more power sir.

  • Pinoydatascientist
    December 9, 2020

    Hey man, you've made me curious for Python programming. Love the video and I will follow subscribe. Keep up the good work man! Greetings from the Netherlands!

  • Pinoydatascientist
    December 9, 2020

    w0w. aNg gAleNG ni0 nam4n poh

  • Pinoydatascientist
    December 9, 2020

    Unable to run from spyder , anyone help me

  • Pinoydatascientist
    December 9, 2020

    Interesting, can you do one about detecting road signs ? (Stop, speed limit and no parking signs)

  • Pinoydatascientist
    December 9, 2020

    cool. but how can we build the custom model?
    net = cv2.dnn.readNetFromCaffe(args["prototxt"], args["model"])

  • Pinoydatascientist
    December 9, 2020

    Detection of any sort of thing from Neural Network in Live Video Feed

        #Resnet50

        #Face Mask Detection

        #Counting no of people

        #Distance between persons in a Room

    Plzz make a video on this project

  • Pinoydatascientist
    December 9, 2020

    Can you suggest how can I detect potholes using this code

  • Pinoydatascientist
    December 9, 2020

    Interesting content dude can do a video about detecting faces using a mask.

  • Pinoydatascientist
    December 9, 2020

    This is amazing n fully working in my system with no error but i wanna know that how to close the camera window ……. and this video is very helpful for me thank a lot

  • Pinoydatascientist
    December 9, 2020

    Hey that was a great video, but i am having trouble running the code on python IDE (BLINK), could you guide me through the process

    I am getting this error:

    = RESTART: C:/Users/PAVILION/AppData/Local/Programs/Python/Python38/Object_detect.py

    usage: Object_detect.py [-h] -i I -p PROTOTXT -m MODEL [-c CONFIDENCE]

    Object_detect.py: error: the following arguments are required: -i/-C:/Users/PAVILION/Downloads/Hammer.jpg, -p/–prototxt, -m/–model

    It would be a help if you solve this issue for me

  • Pinoydatascientist
    December 9, 2020

    hello Pinoydatascientist channel your videos is very helpful to me thanks lot sir.

  • Pinoydatascientist
    December 9, 2020

    When i run the code in anaconda promp it shows the error unassigned arguement real_time_object_detection.py
    Plzz help

  • Pinoydatascientist
    December 9, 2020

    nice video. Thanks for it 😀

  • Pinoydatascientist
    December 9, 2020

    Hello thank you.. how many fps did you get, what is the processor?

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