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Revamp README for essentials and ReadTheDocs link #8

@Ritesh313

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@Ritesh313

Revise the README to focus on:

  • Quickstart instructions (user friendly and using simple language)
  • Dataloader usage and examples
  • Available pretrained models
  • Link to the new ReadTheDocs site for full documentation

Remove detailed documentation sections now covered by ReadTheDocs. Keep README concise and user-focused (<250 lines). Add badges for docs and relevant integrations.

Parent: Next steps for the package (#4)

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