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metron's Introduction

Metron

Metron project tackles use case of measurement of objects. It is a great platform to test various computer vision approaches or as well to be used for commercial Proof of Concepts.

⚠️ Attention ❗ 🙌 ❗

Switch into Metron dev branch to see the latest commits.

Key Features

💥 efficient input video source streaming engine 💥 various input video sources - video files, camera device 💥 fully configurable using Facebook Research - Hydra framework 💥 run on a bare metal or using Docker Compose 💥 deployable on Linux, MacOS, Windows

Table of Content

1. Project Installation
2. Architecture
3. Development Notes

Roadmap

⚠️ Attention ❗ 🙌 ❗

During roadmap timeline gaps, the work is conducted on Metron AI research track. Take a look on Peer Repositories links section.

0.2.0 (October - December 2021 March - May 2022)

  • setup Metron Shine component SW skeleton
  • add message broker component (Redis)
  • testing of the message broker component
  • document message broker component
  • setup Metron Shine configuration
  • implement Video Receiver module
  • implement Results Renderer module
  • implement Results Streamer module
  • testing of Metron Shine
  • develop Metron Shine demo app
  • dockerize Metron Shine
  • documentation of Metron Shine

0.1.0 (April - May June July 2021)

  • software architecture
  • setup Metron Conduit software skeleton
  • add video file source option to Metron Conduit
  • add usb cam source option to Metron Conduit
  • complete basic Video Streamer functionality of Metron Conduit
  • dockerize Metron Conduit
  • setup Docker Compose deployment skeleton
  • add Hydra configuration framework
  • camera stream input module
  • camera stream calibration

Peer Repositories

Metron AI Research

metron's People

Contributors

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Stargazers

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Watchers

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metron's Issues

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.

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.

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.

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.

Unit Tests

Add unit tests for Metron's components.

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