AI Compass
Compass
LEARNING PATHS

IN PRACTICE

Computer vision with OpenCV

How an image becomes numbers, what OpenCV solves classically, and where neural networks are needed.

about 6 hours

12 articles

  1. 01Computer vision2 min
  2. 02Images as data2 min
  3. 03OpenCV2 min
  4. 04Preprocessing with OpenCV2 min
  5. 05Edges and contours2 min
  6. 06Keypoints2 min
  7. 07Convolution and CNNs2 min
  8. 08Object detection2 min
  9. 09Segmentation2 min
  10. 10OCR2 min
  11. 11Vision transformers · optional2 min
  12. 12Face recognition · optional2 min
AI OPERATING PLATFORM

You don't have to know all of this yourself.

This wiki explains what needs doing. The LumeSec platform does it: it brings together what your AI systems are doing, holds them inside the agreed limits, and records the evidence as it goes.

See the platform
  • CorrelateOne picture of what your systems are actually doing.
  • ContainThe agreed limits hold at runtime, not just on paper.
  • AttestEvidence accrues in operation, not the week before an audit.
Computer vision with OpenCV