Font Identifier
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Font Identifier
Developed by ariadnak
A font recognition model fine-tuned on ResNet-18, achieving 78.1% accuracy on the test set
Downloads 44
Release Time : 12/4/2023
Model Overview
This model is designed for image classification tasks, specifically for identifying different font types. Fine-tuned based on Microsoft's ResNet-18 architecture, it is suitable for document processing, design assistance, and similar scenarios.
Model Features
High Accuracy
Achieves 78.1% accuracy on the test set, effectively recognizing multiple fonts
Lightweight Architecture
Based on ResNet-18 architecture, maintaining performance while keeping computational overhead low
End-to-End Training
Fine-tuned using a complete training process, including 30 training epochs and linear learning rate scheduling
Model Capabilities
Font Classification
Image Feature Extraction
Document Analysis
Use Cases
Document Processing
Automatic Font Recognition
Identifies font types in scanned documents or images
78.1% accuracy
Design Assistance
Design Material Classification
Automatically classifies and organizes fonts in design material libraries
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