Improve documentation

[romeokienzler]

• Improve current documentation (test if it is consistent, improve)
• Add: dual LR
• more tbd.

[biancazadrozny]

After going through the current documentation, here are the main things to be changed:

Tasks

Move multi-temporal Inputs to “Quickstart”
Improve initial description
Links to ModelFactory
Explanation about ModelABC
Improve description of each Task

Models

Include Backbones
(Decoders, Heads, Auxiliary Heads, Backbones)

Model Factories

Include “High level” Component - Model Factory, with a generic explanation and list of existing Model Factories

Data

Integrate examples from Prithvi 2.0
Add Pedro's datasets, with links to the repositories of Prithvi v 2.0

Registries

Example of how to create a custom module

Examples

Place in a separate section, at the component level
Add Notebooks from Prithvi 2.0

For Developers -> Overview Place within Components

[romeokienzler]

Bianca's Idea: make mkdocs to automatically create the list of available models -> https://github.com/IBM/terratorch/blob/main/mkdocs.yml

[biancazadrozny]

Tasks

• Move multi-temporal Inputs to “Quickstart”
• Improve initial description
• Links to ModelFactory
• Explanation about ModelABC
• Improve description of each Task

Models

• Include Backbones (Decoders, Heads, Auxiliary Heads, Backbones)

Model Factories

• Include “High level” Component - Model Factory, with a generic explanation and list of existing Model Factories

Data

• Integrate examples from Prithvi 2.0
• Add Pedro's datasets, with links to the repositories of Prithvi v 2.0

Registries

• Example of how to create a custom module

Examples

• Place in a separate section, at the component level

• Add Notebooks from Prithvi 2.0

• For Developers -> Overview Place within Components

[biancazadrozny]

@PedroConrado can you check the https://ibm.github.io/terratorch/data/ documentation and add an example for a multi-temporal dataset (one that you created for Prithvi v 2.0).

[PedroConrado]

@PedroConrado can you check the https://ibm.github.io/terratorch/data/ documentation and add an example for a multi-temporal dataset (one that you created for Prithvi v 2.0).

#437 improves data documentation.