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Launch: Version, Export, and Train Models in the Roboflow Python Package

Blog post from Roboflow

Post Details
Company
Date Published
Author
James Gallagher
Word Count
989
Language
English
Hacker News Points
-
Summary

Roboflow has introduced a suite of features called Platform Actions in its Python package, aimed at streamlining the process of generating dataset versions, exporting them, and training models in Python code. These features allow users to easily create and manage dataset versions, apply specific augmentations, and ensure that dataset changes do not affect previous model results. The export functionality supports various formats, facilitating integration with custom training pipelines. Additionally, users can train models using specific dataset versions or generate and train on new versions in a single line of code, enabling automated model deployment and frequent updates based on new data annotations. These enhancements are designed to reduce the time and complexity involved in building computer vision models, and users are encouraged to update their Python package to access these capabilities.