Repository for OpenCV's extra modules

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opencv_contrib/modules/cannops

History

hipudding 3c5635eacf Add operators support for Ascend NPU (CANN backend) (#3552) ... CANN (Compute Architecture of Neural Networks), developped by Huawei, is a heterogeneous computing architecture for AI. Opencv DNN has already suppoted CANN backend [#22634](https://github.com/opencv/opencv/pull/22634). There are more and more users using [Ascend NPU](https://www.hiascend.com/) and programming with CANN, and the number is still growing rapidly. AI training and inference are inseparable from data preprocessing. When users use OpenCV to work with CANN backend, data preprocessing can only run on CPUs, resulting in inefficiency. The purpose of this commit is to enable OpenCV operators on CANN backend. The usage of CANN backend is consistent, Please refer to OpenCV DNN: [CANN backend manual] (https://gist.github.com/fengyuentau/083f7f339592545c1f1d2c1fde6a53dc#file-a_ocv_cann-md): 1. [Install dependencies] (https://gist.github.com/fengyuentau/083f7f339592545c1f1d2c1fde6a53dc#install-dependencies) 2. [Install CANN] (https://gist.github.com/fengyuentau/083f7f339592545c1f1d2c1fde6a53dc#install-cann) 3. [Compile OpenCV with CANN] (https://gist.github.com/fengyuentau/083f7f339592545c1f1d2c1fde6a53dc#build-opencv-with-cann) The CANN backend is used in a similar way to CUDA: | Object | CANN | CUDA | | --------- | ------------ | -------- | | Namespace | cv::cann | cv::cuda | | Matrix | AscendMat | GpuMat | | Stream | AscendStream | Stream | | Event | AscendEvent | Event | The current commit provides CANN backend operator support framework, In order to make code viewing easy, only a few basic interfaces are implemented, all of the following operators are tested and compared result with CPU backend. More operators will continue implement in new independent commits. Co-authored-by: CaoMengqing <cmq0113@163.com>		1 year ago
..
include/opencv2	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
misc/python	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
perf	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
samples	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
src	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
test	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
tutorials	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
CMakeLists.txt	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago
Dockerfile	Add operators support for Ascend NPU (CANN backend) (#3552)	1 year ago