Fixes for deep dive notebook

[GalyaZalesskaya]

• Fix resize failing for targets=All classes. Failed during resizing the tensor with 1001 channels, so I changed code to resize separately per-channel.
• Update black-box to process (batch, height, width, channel) model layout together with (batch, channel, height, width)

[negvet]

Please add unit tests

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 94.73684% with 1 line in your changes missing coverage. Please review.

Please upload report for BASE (releases/1.0.0@e2cd66f). Learn more about missing BASE report.

Files	Patch %	Lines
openvino_xai/methods/black_box/rise.py	80.00%	1 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## releases/1.0.0 #35 +/- ## ================================================= Coverage ? 90.89% ================================================= Files ? 18 Lines ? 1076 Branches ? 0 ================================================= Hits ? 978 Misses ? 98 Partials ? 0 ``` | [Flag](https://app.codecov.io/gh/openvinotoolkit/openvino_xai/pull/35/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | Coverage Δ | | |---|---|---| | [dev-py310](https://app.codecov.io/gh/openvinotoolkit/openvino_xai/pull/35/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | `90.79% <94.73%> (?)` | | | [dev-py311](https://app.codecov.io/gh/openvinotoolkit/openvino_xai/pull/35/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | `90.70% <94.73%> (?)` | | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit#carryforward-flags-in-the-pull-request-comment) to find out more.

:umbrella: View full report in Codecov by Sentry.
:loudspeaker: Have feedback on the report? Share it here.