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Model Graph Optimizers · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesModel Graph Optimizers

Tools for simplifying and optimizing model graphs for improved inference performance.

Distinguishing note: Focuses on graph-level optimization.

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  • deepinsight/insightface

    deepinsight/insightface

    27,893View on GitHub↗

    InsightFace is a comprehensive deep learning framework designed for face recognition, biometric identity verification, and feature extraction. It provides a specialized engine for one-to-one verification and one-to-many identification tasks, utilizing convolutional neural networks to transform raw image pixels into high-dimensional vector embeddings. The project includes a complete toolkit for detecting, aligning, and processing facial data to ensure consistent identity discrimination. Beyond core recognition, the platform distinguishes itself through an extensive model management and optimiz

    Simplifies model graphs by freezing input shapes and optimizing internal structures.

    Pythonage-estimationarcfaceface-alignment
    27,893View on GitHub↗