How to quickly reproduce your Computer Vision Mode
  • How to quickly reproduce your Computer Vision Models
  • Solution
    • Architecture
    • Assumptions
    • Data and Model Repository
    • ML Projects
    • Create Reproducible Pipelines
    • Exploring and Managing datasets and experiments with a Catalog
    • Share a Development Machine
    • Conclusion and next steps
  • References
    • References
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  1. Solution

Conclusion and next steps

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Last updated 2 years ago

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The proposed solution is a draft that still requires some manual work but explains the main ideas. DVC even has a , which means we can call DVC commands in Python code to access data or models stored in DVC repositories. Also, using Git hooks, we can execute DVC commands automatically when we run specific Git commands. So, we can automatize all the processes we described.

Python API