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Dataset Configuration Systems · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesDataset Configuration Systems

Systems for defining dataset parameters and pipelines via configuration files.

Distinguishing note: Focuses on the configuration of dataset paths and pipelines within a modular system.

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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

    Enables configuring custom datasets by defining paths and transformation pipelines.

    Pythoncascade-rcnnconvnextdetr
    32,409View on GitHub↗