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Considerations and Data Criticality

Overview of data criticality and project considerations.

Considerations

  • Cameras don’t need to stream or send photos/videos over the internet - this data will be stored on an SD and requires manual step
  • Uploading the model through the internet can be not doable given the lack of internet.
  • The camera already has manual steps, like getting data from SD and charging batteries.
  • Cameras will have access to the internet, when available.

Data criticality

Data type Criticality Observation
Video and photos on camera Critical Must be always available
Videos and Photos on platform Critical Must be always available
Labelled data Critical Must be always available
Trained models Critical Must be always available
Notifications from cameras Low can be not available because of the internet in the wild