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Metron project tackles use case of objects measurement.

License: GNU General Public License v3.0

Shell 1.08% Dockerfile 2.31% Python 96.60%
parcels scaling measurement computer-vision deep-learning image-processing objects packages logistics facebookresearch-hydra

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metron's Issues

Create custom Hydra configuration

Create custom Hydra configuration to:

  • disable changing python execution root folder
  • disable creation of files logging

The feasible approach seems to create custom Hydra config nodes in Python using Hydra Structured Configs.

Unit Tests

Add unit tests for Metron's components.

Decouple implementation detail of Metron Conduit demo

Metron Conduit demo is coupled with VidGear library. It would be nice to decouple the demo from the library. One solution could be to use Video Receiver or emphasize that the demo is built on particular technology.

Add Hydra config framework

Moving from Dynaconf configuration framework to Facebook's Hydra config tool. This allows to have much broader configuration options, which more fit into our scenario.

Wrap 3rd party libraries

Make a wrapper around 3rd party libraries to avoid cupling implementation detail with logical funtionality. To have a possibility of switching to a different underlying library.

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