Repository: opencv
Issue: [G-API] Failed OV tests from CI
Labels: bug,category: g-api / gapi

### System Information

OpenVINO 2022.1

### Detailed description

```
[  FAILED  ] TestAgeGenderOV.Infer_TensorWithPreproc
[  FAILED  ] TestAgeGenderOV.InferROIGeneric_Image
[  FAILED  ] TestAgeGenderListOV.InferListGeneric_Image
[  FAILED  ] TestAgeGenderListOV.InferList2Generic_Image
```

```
[ RUN      ] TestAgeGenderOV.Infer_TensorWithPreproc
unknown file: Failure
C++ exception with description "Failed to copy data from cv::Mat to ov::Tensor. Data type or number of elements mismatch. ov::Tensor: f32 {1, 240, 320, 62} and cv::Mat: 32F [1x240x320x3]" thrown in the test body.
[  FAILED  ] TestAgeGenderOV.Infer_TensorWithPreproc (26 ms)
```
```
[ RUN      ] TestAgeGenderOV.InferROIGeneric_Image
[ WARN:0@22.063] global govbackend.cpp:771 cfgLayouts Failed to find layout for input layer "data" - NCHW is set by default
[ INFO:0@22.060] global kernels.cpp:258 expandKernels Final graph: 5 nodes

[ INFO:0@22.063] global gcompiler.cpp:415 runPasses All compiler passes are successful
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.0203383 vs 1e-05
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.0203383 vs 0.0001
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.226785 vs 1e-05
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.226785 vs 0.0001
Test gender output
[  FAILED  ] TestAgeGenderOV.InferROIGeneric_Image (38 ms)
```

```
[----------] 2 tests from TestAgeGenderListOV
[ RUN      ] TestAgeGenderListOV.InferListGeneric_Image
[ WARN:0@22.114] global govbackend.cpp:771 cfgLayouts Failed to find layout for input layer "data" - NCHW is set by default
[ INFO:0@22.111] global kernels.cpp:258 expandKernels Final graph: 5 nodes

[ INFO:0@22.114] global gcompiler.cpp:415 runPasses All compiler passes are successful
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.0203383 vs 1e-05
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.0203383 vs 0.0001
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.226785 vs 1e-05
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.226785 vs 0.0001
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.00486621 vs 1e-05
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.00486621 vs 0.0001
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.0684381 vs 1e-05
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.0684382 vs 0.0001
Test gender output
[  FAILED  ] TestAgeGenderListOV.InferListGeneric_Image (40 ms)
[ RUN      ] TestAgeGenderListOV.InferList2Generic_Image
[ INFO:0@22.151] global kernels.cpp:258 expandKernels Final graph: 5 nodes

[ WARN:0@22.154] global govbackend.cpp:771 cfgLayouts Failed to find layout for input layer "data" - NCHW is set by default
[ INFO:0@22.154] global gcompiler.cpp:415 runPasses All compiler passes are successful
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.0203383 vs 1e-05
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.0203383 vs 0.0001
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.226785 vs 1e-05
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.226785 vs 0.0001
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.00486621 vs 1e-05
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.00486621 vs 0.0001
Test age output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:49: Failure
Expected: (normL1) <= (l1), actual: 0.0684381 vs 1e-05
Test gender output
/build/precommit_custom_linux/4.x/opencv/modules/gapi/test/infer/gapi_infer_ov_tests.cpp:52: Failure
Expected: (normInf) <= (lInf), actual: 0.0684382 vs 0.0001
Test gender output
[  FAILED  ] TestAgeGenderListOV.InferList2Generic_Image (40 ms)
[----------] 2 tests from TestAgeGenderListOV (80 ms total)
```

### Steps to reproduce

source: https://pullrequest.opencv.org/buildbot/builders/precommit_custom_linux/builds/100297

### Issue submission checklist

- [X] I report the issue, it's not a question
- [X] I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution
- [X] I updated to the latest OpenCV version and the issue is still there
- [X] There is reproducer code and related data files (videos, images, onnx, etc)

/cc @TolyaTalamanov