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Lifecycle Hook Systems · Awesome GitHub Repositories

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Awesome GitHub RepositoriesLifecycle Hook Systems

Mechanisms for attaching custom logic to specific stages of an execution loop.

Distinguishing note: Focuses on pluggable event observers within training or inference loops.

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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

    Implements a pluggable event system for executing custom logic at specific training or inference stages.

    Pythoncascade-rcnnconvnextdetr
    32,409View on GitHub↗