Resolved TROCR Microsoft Large Printed Bug #14238
Author: khanfarhan10
Pull request: yes

Original Image Output Size : (X,Y)
Original Std Dev and Mean Shape : (3,)

Reshaping the Image to Shape : (1,X,Y) solves the bug, which is implemented in the code!

# What does this PR do?

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Fixes #14239 


## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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      Pull Request section?
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      [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/master/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?


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Comments:
Hmm. That's strange, check_code_quality fails.

Can the mods guide me n how to improve that? CircleCI says :

```
#!/bin/bash -eo pipefail
black --check examples tests src utils
would reformat src/transformers/image_utils.py
Oh no! 💥 💔 💥
1 file would be reformatted, 1139 files would be left unchanged.

Exited with code exit status 1
CircleCI received exit code 1
``` 

Hello! You can fix the code quality issue by running the following commands at the root of your clone:

```
pip install -e .[quality]
make fixup
```

This should fix every issue that can be fixed and let you know if some issues need manual intervention. Thank you!

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/master/CONTRIBUTING.md) are likely to be ignored.

cc @NielsRogge can you take a look at this and review? If you approve, I'm happy to push the style fixes on your branch @khanfarhan10 

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/master/CONTRIBUTING.md) are likely to be ignored.

Apologies for not being active on github for quite sometime guys, seem to have completely missed this thread!

Great to see it looks [already handled](https://github.com/huggingface/transformers/blob/3a8eb74668e9c2cc563b2f5c62fac174797063e0/src/transformers/image_utils.py#L613), thanks for the effort and a yet amazing library!