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Pipeline Orchestration Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesPipeline Orchestration Frameworks

Systems for defining and executing directed acyclic graphs of modular data processing tasks.

Distinguishing note: Focuses on graph-based execution flow for ML pipelines rather than general-purpose workflow automation.

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  • google-ai-edge/mediapipe

    google-ai-edge/mediapipe

    33,820View on GitHub↗

    MediaPipe is a cross-platform machine learning framework designed for deploying vision, audio, and text processing models across mobile, desktop, and web environments. It functions as an on-device inference engine that executes complex models locally on edge hardware, ensuring low latency and privacy without requiring a constant internet connection. The framework utilizes a graph-based pipeline orchestration system where data flows through a directed network of modular calculators to ensure synchronized and deterministic processing. It distinguishes itself through a unified runtime that provi

    Data flows through a directed acyclic network of modular calculators to ensure synchronized and deterministic processing of complex tasks.

    C++androidaudio-processingc-plus-plus
    33,820View on GitHub↗