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Segformer Crack Detection
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Segformer Crack Detection
Developed by onebeans
An image segmentation model fine-tuned based on the Segformer-b0 architecture, specifically designed for road crack detection tasks.
Downloads 15
Release Time : 4/9/2025
Model Overview
This model is based on the Segformer-b0 architecture and fine-tuned on the NHA12D_dataset for crack detection, primarily used to identify cracks on road surfaces.
Model Features
Lightweight Architecture
Based on the Segformer-b0 architecture, the model has fewer parameters, making it suitable for resource-constrained environments.
Road Crack Detection
Specifically optimized for road crack detection tasks, capable of accurately identifying crack regions.
Fine-tuned Dataset
Fine-tuned using the NHA12D_dataset, improving the model's performance in specific scenarios.
Model Capabilities
Image segmentation
Road crack detection
Use Cases
Infrastructure Maintenance
Road Crack Detection
Used for automatically detecting cracks on road surfaces to assist in infrastructure maintenance.
Can accurately identify crack regions, improving detection efficiency.
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