Exploring A Tool For Legally Cleared Driving Data Looking For Honest Feedback

Hi, I’m doing some research into how AI, robotics, and perception teams source real-world data (like driving or mobility footage) for training and testing models.

I’m especially interested in understanding how much demand there really is for high-quality, region-specific, or legally-cleared datasets — and whether smaller teams find it difficult to access or manage this kind of data.

If you’ve worked with visual or sensor data, I’d love your insight:

  • Where do you usually get your real-world data?
  • What’s hardest to find or most time-consuming to prepare?
  • Would having access to specific regional or compliant data be valuable to your work?
  • Is cost or licensing a major barrier?

Not promoting anything — just trying to gauge demand and understand the pain points in this space before I commit serious time to a project.
Any thoughts or examples would be massively helpful

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