[7] https://sourceforge.net/projects/aruco/files, Aruco Markers for Augmented Reality applications based on
OpenCV, Accessed on: 2017-08-10
[35]
OpenCV.org, "Feature detection--OpenCV 2.4.13.0 documentation," 2014, http://docs.opencv.org/2.4/modules/imgpr oc/doc/feature_detection.html.
Face detection was performed with the
OpenCV Library, which traces specific objects such as frontal faces, eyes, and full bodies.
For vehicle classification, the CNNs are under Tensorflow framework, the SIFT is under
OpenCV (https://opencv.org/), and other feature embedding methods are under scikit-image (http://scikit-image.org/).
We calculated the area of the curves using
OpenCV's contourArea() function, which uses Green's theorem [45].
We use
OpenCV's findChessboardCorners() function [20] to automatically find the checkerboard corner locations.
(4) Preprocess the ROI by adaptive binarization using "adaptive threshold" function in
Opencv and a morphological closing operation to denoise.
Efficient development of these devices requires a development flow which supports both industry standard high-level libraries and frameworks for computer vision and machine learning, including
OpenCV, OpenVX, FFmpeg and Caffe.
MIND SDK is powered by Golang and can seamlessly integrate third-party libraries, such as ROS and
OpenCV. With a highly abstracted toolkit, there's no need to know underlying hardware and complex mechanics, which means individuals are free to focus on building software applications that bring ideas to life.