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Model Composition Architectures · Awesome GitHub Repositories

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Awesome GitHub RepositoriesModel Composition Architectures

Structural patterns for combining multiple model branches or inputs.

Distinguishing note: Focuses on architectural routing for multi-input or teacher-student models.

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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 flexible model composition by routing data through distinct processing branches.

    Pythoncascade-rcnnconvnextdetr
    32,409View on GitHub↗