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Vit Small Patch8 Gap 112.cosface Ms1mv3
V
Vit Small Patch8 Gap 112.cosface Ms1mv3
Developed by gaunernst
A Vision Transformer (ViT) model trained on the MS1MV3 dataset, specifically designed for face recognition tasks.
Downloads 252
Release Time : 4/29/2024
Model Overview
This model utilizes the Vision Transformer (ViT) architecture, trained with the CosFace loss function on the MS1MV3 face dataset, capable of extracting high-quality face feature vectors for recognition tasks.
Model Features
Vision Transformer Architecture
Adopts the Vision Transformer architecture, effectively capturing global features of face images.
CosFace Loss Function
Trained using the CosFace loss function, enhancing the discriminative power of face features.
timm Compatibility
Fully compatible with the timm library, facilitating easy integration and usage.
Model Capabilities
Face Feature Extraction
Face Recognition
Face Verification
Use Cases
Security & Authentication
Face Unlock System
Used for face unlock functionality on mobile devices or computers.
Identity Verification
Biometric authentication for banking or sensitive systems.
Surveillance Systems
Face Recognition Surveillance
Security monitoring and face recognition in public spaces.
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