MareArts Computer Vision Study.
Computer Vision & Machine Learning Research Laboratory
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๐ฌ MareArts Live ➚
12/05/2019
monitoring gpu status in command (terminal)
pip install gpustat
>gpustat -cp
monitoring continuously
>watch -n 0.5 -c gpustat -cp --color
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SICK LMS511 sensor data acquisition interface (source code, C++/MFC)
This is data acquisition source code of LMS511(SICK co.) Source code is made by MFC(vs 2008). The sensor is communicated by TCP/IP. ...
Deep learning study - logistic classifier #3
Logistic Classifier The logistic classifier is similar to equation of the plane. W is weight vector, X is input vector and y is output...
Optical Flow sample source code using OpenCV
Optical Flow sample source code using OpenCV. It programed based on http://feelmare.blogspot.kr/2012/10/make-2-frame-having-time-interv...
Real-time N camera stitching Class.
As you can see in the following video, I created a class that stitching n cameras in real time. https://www.youtube.com/user/feelmare/sear...
Video Stabilization example source code, (using cvFindHomography, cvWarpPerspective functions in openCV)
Video stabilization example source code. The principle is like that... Firstly, to obtain 2 adjacent images extract good feature to t...
(OpenCV Study) Background subtractor MOG, MOG2, GMG example source code (BackgroundSubtractorMOG, BackgroundSubtractorMOG2, BackgroundSubtractorGMG)
Background subtractor example souce code. OpenCV support about 3 types subtraction algorithm. Those are MOG, MOG2, GMG algorithms. Det...
OpenCV Stitching example (Stitcher class, Panorama)
Image size of origin is 320*240. Processing time is 30.96 second took. The result of stitching The resul...
Creating a custom CUDA kernel that directly utilizes tensor cores
Creating a custom CUDA kernel that directly utilizes tensor cores is an advanced topic, as tensor cores are typically accessed through highe...
(OpenCV Study) Background subtraction and Draw blob to red rectangle (example source code)
I use MOG2 algorithm to background subtraction. The process is resize to small for more fast processing to blur for avoid noise affectio...
yolo data coordinate format, draw rectangle by cv2
yolo v5 data coordinate format ex) str_v = "32 0.262 0.7878 0.314 0.385" #read image cvmat = cv2.imread(img_path) #get height, w...
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