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Data Pipeline Configurations · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesData Pipeline Configurations

Configuration schemas for defining data loading and transformation workflows.

Distinguishing note: Focuses on the configuration aspect of data pipelines rather than the execution logic.

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  • open-mmlab/mmdetection

    open-mmlab/mmdetection

    32,409View on GitHub↗

    This project is a modular research toolkit designed for developing, training, and evaluating deep learning models for object detection, segmentation, and video instance tracking. It provides a flexible training engine that manages complex neural network execution, including distributed training, custom lifecycle hooks, and weight optimization. The framework is built around a hierarchical configuration system that allows users to define architectures, data pipelines, and training hyperparameters through composable, inheritable files. The project distinguishes itself through its highly modular

    Provides configuration schemas to ensure consistent data loading and transformation across models.

    Pythoncascade-rcnnconvnextdetr
    32,409View on GitHub↗