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13 Commits

Author SHA1 Message Date
Anatoliy Talamanov 60848519b5 Merge pull request #23843 from TolyaTalamanov:at/fix-missing-opaque-kind-for-kernel
G-API: Fix incorrect OpaqueKind for Kernel outputs #23843

### Pull Request Readiness Checklist

#### Overview
The PR is going to fix several problems:
1. Major: `GKernel` doesn't hold `kind` for its outputs. Since `GModelBuilder` traverse graph from outputs to inputs once it reaches any output of the operation it will use its `kind` to create  `Data` meta for all operation outputs. Since it essential for `python` to know `GTypeInfo` (which is `shape` and `kind`) it will be confused.

Consider this operation:
```
 @cv.gapi.op('custom.square_mean', in_types=[cv.GArray.Int], out_types=[cv.GOpaque.Float, cv.GArray.Int])
    class GSquareMean:
        @staticmethod
        def outMeta(desc):
            return cv.empty_gopaque_desc(), cv.empty_array_desc()
```
Even though `GOpaque` is `Float`, corresponding metadata might have `Int` kind because it might be taken from `cv.GArray.Int`
so it will be a problem if one of the outputs of these operation is graph output because python will cast it to the wrong type based on `Data` meta.

2. Minor: Some of the OpenVINO `IR`'s doesn't any layout information for input. It's usually true only for `IRv10` but since `OpenVINO 2.0` need this information to correctly configure resize we need to put default layout if there no such assigned in `ov::Model`. 

See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request

- [ ] I agree to contribute to the project under Apache 2 License.
- [ ] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [ ] The PR is proposed to the proper branch
- [ ] There is a reference to the original bug report and related work
- [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
      Patch to opencv_extra has the same branch name.
- [ ] The feature is well documented and sample code can be built with the project CMake
2023-06-22 12:46:25 +03:00
TolyaTalamanov bf54a370e5 Add tests for stateful kernel functionality 2022-09-04 20:15:53 +01:00
luzpaz 554d08c3a1 Merge pull request #21775 from luzpaz:typos/gapi
* GAPI: fix various gapi related typos

Fixes source comments and documentation related to gapi code.

* Fix source typos

* Fixed typos requested

* Follow-up typo fix
2022-04-13 17:06:37 +00:00
Alexander Alekhin 5aa7435d25 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2021-09-02 15:24:04 +00:00
Anatoliy Talamanov 53eca2ff5b Merge pull request #20196 from TolyaTalamanov:at/support-vaargs-compile-args
G-API: Support vaargs for cv.compile_args

* Support cv.compile_args to work with variadic number of inputs

* Disable python2.x G-API

* Move compile_args to gapi pkg
2021-06-18 20:16:07 +03:00
Anatoliy Talamanov c4df8989e9 Merge pull request #19982 from TolyaTalamanov:at/new-python-operation-api
G-API: New python operations API

* Reimplement test using decorators

* Custom python operation API

* Remove wip status

* python: support Python code in bindings (through loader only)

* cleanup, skip tests for Python 2.x (not supported)

* python 2.x can't skip unittest modules

* Clean up

* Clean up

* Fix segfault python3.9

Co-authored-by: Alexander Alekhin <alexander.a.alekhin@gmail.com>
2021-05-20 18:59:53 +00:00
Alexander Alekhin c20a424e3a gapi(python): rename cv.gapi_wip_op / cv.gapi_wip_kernels 2021-03-31 20:34:04 +00:00
Anatoliy Talamanov 3f14cb073b Merge pull request #19804 from TolyaTalamanov:at/python-custom-op
[G-API] Introduce custom python operator API

* Introduce custom python operator API

* Add wip namespace
2021-03-30 20:59:02 +00:00
Anatoliy Talamanov 79d4a38d87 Implement python backend 2021-03-29 22:51:24 +03:00
Anatoliy Talamanov 7521f207b1 Merge pull request #18762 from TolyaTalamanov:at/support-garray
[G-API] Wrap GArray

* Wrap GArray for output

* Collect in/out info in graph

* Add imgproc tests

* Add cv::Point2f

* Update test_gapi_imgproc.py

* Fix comments to review
2020-11-27 17:39:46 +00:00
Anatoliy Talamanov e998d89e88 Implement cv.gin and multiple output for python 2020-09-29 13:45:40 +03:00
Anatoliy Talamanov 986bc65e1f Change imports order for copytomask 2020-09-17 11:09:41 +03:00
Anatoliy Talamanov 5218443784 Support tuple for python bindings 2020-09-16 16:22:46 +03:00