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Real-time tracking of micro-sized shapes (circular and rectangular particles) with variant background

Hi,

What's been done already:

I already have working code of real-time detection and tracking of circular particles (100 µm in diameter) without complex background. This code also works with slight background but not with varying background. Until now I have file/stream/camera video interfacing for real time using opencv vs2015 c++. In short, I have working code, GUI to control camera

What's required:

Improve the existing code for 'Real-time tracking of circular particles with variant background' and once it works then it should also track rectangular shapes. All shapes have size in range of 20 to 100 µm.

Important: It should be able to track shapes in different backgrounds. Full code is already working but needs some improvements regarding background subtraction

I have uploaded 3 videos of particle with and without background

One video is without background (input_100µm), output of this video using available code is (output_100µm). Third video is with background but the code doesn't work on this video and I need to track shape this shape with background and background can also be varying.

Skills: C++ Programming, Image Processing, Imaging

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About the Employer:
( 1 review ) Dresden, Germany

Project ID: #17189973

16 freelancers are bidding on average $208 for this job

newstar85

Hello I have seen your project before. If you provided the previous source code, I will improve it for complex background. And you have to provide the several video files. Best regards

$250 USD in 10 days
(45 Reviews)
6.4
liangjongai

Hi! I'm interesting your project very well. I am a full time devloper. I am mastering c++ and I'm a good Mathematician. And also I have many experience and good skill about image processing algorithm development. More

$200 USD in 3 days
(40 Reviews)
5.4
$155 USD in 3 days
(18 Reviews)
4.5
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've really rich experience in Object Tracking Programming. I'm really confident about your project, and very eager to join your project. If we More

$300 USD in 3 days
(12 Reviews)
4.7
belgasoft

Hi, I am expert in Signal/image processing, machine learning, pattern recognition and computer vision. Ph.D. University of Antwerpen, Belgium MS (EE) University of Southern California, Los Angeles, USA I can do t More

$277 USD in 7 days
(7 Reviews)
5.3
$155 USD in 3 days
(4 Reviews)
3.8
anmol2701

Hi, Thanks for sharing the details May I have the opportunity to work on this application or project I an expert into C++ programming and accomplished good number of projects using OpenCV Welcome to have an inter More

$555 USD in 15 days
(1 Review)
3.5
vaibhav290797

I have 2.5+ years of experience in machine learning, computer vision, and deep learning. I have worked on GANs, CNNs, RNNs, LSTMs, and other old ML techniques such as SVM, regression, random forests, clustering, PSO, e More

$155 USD in 7 days
(3 Reviews)
3.4
$155 USD in 3 days
(5 Reviews)
2.8
williams115

-Professional Machine Learning, C++/C, image processing & Object tracking expert ! Best Result in Time!-- Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm reall More

$250 USD in 3 days
(2 Reviews)
2.8
engineer131

Hello, I am interesting in your project. I have checked your attached video files. I think I can handle your project. I hope future working with you. Thanks.

$155 USD in 3 days
(2 Reviews)
1.8
ltiosk

Dear Sir! I think I'm a great fit for this project because I have an interest in your project and can deliver on time, according to your specification. I'm a senior programmer on computer vision and machine learning More

$155 USD in 3 days
(2 Reviews)
1.8
webplus0404

Hi, I am an expert object tracking. I developed many object tracking apps. If you send the message, I will send the my demo. Thanks.

$100 USD in 3 days
(1 Review)
0.6
$155 USD in 3 days
(0 Reviews)
0.0
vku5a42974aa55bd

It is very simple with HOG Descriptor and SVM . It is also little efficient in realtime in comparison with CNN . Just by training the Shapes with best accuracy will do the Job and I'm Sure I will do it !!! Have a More

$155 USD in 5 days
(0 Reviews)
0.0
kujin2018

Hello Thanks for your reading my proposal. I 've read your project description carefully. So i am interesting in your project. I have many and rich experiences with OpenCV, Image processing . More

$155 USD in 3 days
(0 Reviews)
0.0