Update dataset card + docs for schema 2.0.0 (0.6.x) accuracy

#1

Updates the dataset card and docs to match the current annotation schema (the
cascade_av devkit, schema_version 2.0.0 incl. the 0.6.x in-place additions).

  • License name corrected to NVIDIA Autonomous Vehicle Dataset License
    Agreement
    (YAML license_name, gated text).
  • Record count reconciled to 1,000 throughout (with the 1,000 seeds ->
    ~30,000 candidates -> 1,000 annotated selection funnel).
  • eventful_reason clip-level field documented (ego_adapts /
    special_environment / agent_adapts / other).
  • Action flags vs. properties corrected: the only action-level flag is
    illegal; erratic/aggressive/stopped/etc. are agent/ego properties.
    jaywalking is the standalone Jaywalk action.
  • link_to removed from the narrative (effectively unused: only
    SignalingDetails.link_to, ~8/300 clips); kept as a minimal field entry in
    schema.md. because_of / action_target / influenced_by are the
    interaction relations.
  • influenced_by documented as a first-class relation/operator.
  • Environments & containment documented as optional (sparse-to-absent
    depending on annotation scope; the "dense" overclaim dropped).
  • New vocab: Stopped, Jaywalk, fst:SpeedBump / fst:LightRailLane,
    Left/Right Indicator, Boom gate; agent amount Single / Row-group.
  • DevKit URL updated to https://github.com/nv-tlabs/cascade-devkit.

Docs-only; no data files changed.

grossanchez changed pull request status to merged

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