[improvement] Check and rework docs and docstrings

[kuraga]

It's also open see for guidiance: https://mindee.github.io/doctr/v0.8.1/using_doctr/custom_models_training.html

Only the mindee internal data which was used to train the models can't be shared because they contain sensible data :)

@felixdittrich92 , just quick notes
(don't know whether they are relevant, feel free to close):

1. The link above doesn't contain classification, obj_detection.
2. The classification's Data format part is a little bit strange: there are no any labels data.
3. The obj_detection doesn't have README.md.

Also,

4. https://mindee.github.io/doctr/v0.8.1/modules/models.html contains a Keras model statements.
5. The Args there - are crumpled.
6. The version switcher is a little bit buggy there.

Thanks!

[felixdittrich92]

Hey @kuraga 👋

Sry for the late response,

• (1 + 3). the current obj_detection doens't performs well i think we will remove/replace it in the coming releases

• (2). classification is more for our internal use because it builds the backbones for our detection / recognition models and the orientation models i am not sure if it makes much sense to add it to the main documentation (would lead maybe to confusion !?)

• (4 + 5). yeah you are right 👍 We are always happy about any kind of PR (including documentation fixes 😃)

[felixdittrich92]

yeah you are right 👍 We are always happy about any kind of PR (including documentation fixes 😃)

Assume it's about pp. 4., 5. 😄

Yep guidelines can be found here: https://mindee.github.io/doctr/contributing/contributing.html ^^