1 dépôt
Awesome GitHub RepositoriesModel Optimization Tools
Utilities for simplifying and accelerating neural network architectures for efficient deployment.
Distinguishing note: Focuses on structural simplification and pruning of models, distinct from runtime execution.
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Awesome Model Optimization Tools GitHub Repositories
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- deepinsight/insightface
deepinsight/insightface
29,002Voir sur GitHubInsightFace 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 neural network architectures by freezing input shapes and pruning redundant operations to improve execution speed on target hardware.
Pythonage-estimationarcfaceface-alignment
