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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PLEASE HOW CAN I SOLVE THIS ERROR :
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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
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!!!!
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?
7:15
use this line here….
this is the line..
what line???? HHAHAHAHHA
explain it with details pls
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
i'm got error like this :
error: the following arguments are required: -i/–image, -p/–prototxt, -m/–model
I get this error
error: (-2:Unspecified error) FAILED: fs.is_open(). Can't open "MobileNetSSD_deploy.caffmodel" in function 'cv::dnn::ReadProtoFromBinaryFile'
the sound is loud you can deafen. This is a dislike
Its showing that it can't open mobilnetssd_deploy.prototxt.txt
what should i do to resolve it
where to learn opencv
I'm facing argparse error…can anyone help?
Where to run this code??
Pls help
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! 🙂
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
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
dude, ur intro is too loud !!!
hai could u show how to save the video?
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.
thank you for your explanation, it is a real helpful video
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
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
There is a way to expand your model?
Your Dataset?
That's some BS explanation man
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
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.
Copied! – https://www.pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/
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!
w0w. aNg gAleNG ni0 nam4n poh
Unable to run from spyder , anyone help me
Interesting, can you do one about detecting road signs ? (Stop, speed limit and no parking signs)
cool. but how can we build the custom model?
net = cv2.dnn.readNetFromCaffe(args["prototxt"], args["model"])
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
Can you suggest how can I detect potholes using this code
Interesting content dude can do a video about detecting faces using a mask.
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
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
hello Pinoydatascientist channel your videos is very helpful to me thanks lot sir.
When i run the code in anaconda promp it shows the error unassigned arguement real_time_object_detection.py
Plzz help
nice video. Thanks for it 😀
Hello thank you.. how many fps did you get, what is the processor?