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Is there a Convolutional Neural Network in OpenCV? How possible is it to use the algorithm for image or video processing?
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Yes and No.
There is no directly implemented convnet library bundled into OpenCV, however Caffe (one of the leading convolutional neural network packages) interacts with it rather well.
If you install Caffe, one of its requisites is OpenCV, and you can then use OpenCV through Caffe's C or Python API's. See main Caffe website.
If you install OpenCV (a recent enough version) you can use the new opencv_dnn module to interact with Caffe. See opencv_dnn tutorial.