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[Detection subsystem] - base heuristic predictor

Target:
As a placeholder for later works a heuristic, simple predictor to be implemented.

TODO's:

  • detection subsystem predictor with standardized interface.

Notes:

  • Just simple heuristic of window slider and each fake detection appended to Frame object.

[OPS] Operational environment

Creating operational environment for automation and standardization of development and data science works.

To recognize current needs for:
dvc, setuptools build, testing

[Detection subsystem] base - technical planning

Detection subsystem development have to be explored for possibilities, decided and planed for further works to provide sufficient base model for future experiments and on the other hand to be sufficient for building MVP product.

[App] Base pipeline setup

Implement base pipeline setup with main pipeline functionality and proposing base domain objects.

[Data] Clean up initial data

Images need to be cleaned and segregated properly not to allow data problems caused by wrong labeled data or duplicates

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