Vehicle Detection on Video Sequence
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- Опубликовано: 5 сен 2024
- You can copy the code from here: www.nzfaruqui....
(You are free to modify, share or use the code the way you want)
One of the common final year project topics for engineering discipline students is vehicle detection in video sequence. For every beginner, this is a complicated task. Processing the frames, training the models, improving accuracy, optimizing the algorithm and hundreds of thoughts shows while choosing these type of topics. However, there is an easy way to make a detect vehicle in video sequence using object detectors. In this article, I am going to explain how to do it.
Vehicle Detection sounds an easy task. As a matter of fact, it is truly a simple task. In this age of AI, it seems little awkward to talk about such simple task. Yet I like to explain it because everyone is not a master in object detection. Many of talented minds are new to field. And this article is for them. Suppose you want to analyze the traffic patter to predict the intensity of traffic jam, the first thing you have to do is to track the vehicle from either live traffic camera or from video footage. That means you need the skill to develop a vehicle detection system. If you want to build an artificial intelligence (AI) powered automatic traffic control system, again the first step is to detect the vehicle. I believe you have understood the necessity of learning how to detect vehicle from video sequence. Let’s see how to do it.
Step by Step Implementation: www.nzfaruqui....
Excellent, simple, clear and inspiring. Thanks!
I just want to say that you really have a great video tutorials about Matlab...I'm new subsciber and hope you continue in creating tutorials..Thanks!
this was a banger naruzzaman.
this is great, i follow your tutorials alot. plz sir make a tutorial on facial emotion recognition on video data using CNN for feature extraction and SVM for classification. Plz i beg u do make a tutorial on this topic.
Alright! I will honor your request. Please allow me some time.
It is a very useful tutorial for beginners. Nonetheless, we have many advanced object detection models like YOLO that leverages CNN features under the hood. It would be great if you could come up with a tutorial on vehicle detection, counting and classification using YOLO. Thanks!
Thank you for the suggestion. I will definitely look into it.
Another excellent sharing, thank you... I think 7 vehicles pass in the your video, but the counter is constantly reset. How can we fix this?
Very clear explanation.
But how implement classify object in video sequence using deep learning, like cnn??
This video was awesome at making something that will detect
"moving objects in an entire video" ... (in this case it just so happens to be cars because the cars and their shadows are the only differences in the 3 frames that are compared)
is there a way to make mods to have it detect moving > cars < and ignore moving non-cars? ... and then to detect the make and model?
Dear sir, I hope you will also make a video on car number plate detection and as well Arabic like language character segmentation from the detected car number plate. Thank you very much in advance.
Can the same detection logic be used for detecting lead vehicles from a camera mounted on an ego vehicle (autonomous vehicle)?
Matlap isn't free? maybe you should lead from the start that this tutorial require "Matlab"
How to detect accidents?? Please made a video about it
Sir getting error in frame=readFrame(the_video)
Undefined function readFrame for input argument of type video reader
Sir, can u make video for how can using Gaussian filter using a CNN like vgg16 or googlenet thanks :) thanks for sharing video
Unable to resolve the name vision.ForegroundDetector.
Error in Main (line 4)
Object_Detector = vision.ForegroundDetector('NumGaussians', 3, 'NumTrainingFrames', 50);
>> Help me to install it please.
Hi Nuruzzaman Faruqui,
It is an excellent tutorial, and I understand it very well.
Any chance that I can contact you?
I am a student that currently has a project regarding image processing for vehicle tracking.
I would like to know, from this algorithm, how can I extract the coordinate for the vehicle for me to use in the deep learning algorithm.
request detection of smoking people, sir
very good video brother, rather I would like you to help me or guide me in a project, I want to make in matlab a program that detects smoke in real time, using the web camera, I will be waiting
It is an interesting topic. I will definitely give it a try if I can manage some free time. Thank you watching my videos.
sir can u provide me an input video ?... i am not getting same video ..
Can I apply the same code on another video?
Hi sir! Why can't I play the video?
Can you help me? When I ran this code, I got this error:
"Error using matlab.system.SystemProp.createVersionNumber
Invalid default value for property 'MinorVersionNumber' in class 'matlab.system.SystemProp':
Index exceeds array bounds.
Error in vehicle_detection (line 3)
Object_Detector = vision.ForegroundDetector('NumGaussians', 3, 'NumTrainingFrames', 50);"
Have you installed the Computer Vision Toolbox?
@@NuruzzamanFaruquis Yes, I have installed it
Would you please email me the code at faruquizaman27@gmail.com
@@duyhonnguyen856 Can you teach me how to load it please?
@@alsabtilaila1923 you can see example about Computer Vision on Matlab
Can you training student sir
Bro it is not working on other video. Could you please check on other video?
yes me too not getting output?
is it works on other video?