CamFITool
CamFITool is a powerful tool that automatically adds various image errors to existing images, creating a dataset full of distortions and anomalies. This tool is ideal for training your machine learning models with various error scenarios.
Create Data Sets Enriched with Image Errors
Features
- Add various types of errors to existing images
- Adjust different distortion levels
- Automatically add noise, blur and other anomalies
- Making artificially created errors realistic
- Create large data sets with batch processing
CamFITool Interface
Examples Produced with CamFITool
Use Cases
- Training fault detection models for quality control systems
- Anomaly detection in production lines
- Testing the robustness of image processing algorithms
- Data enrichment and enhancing model resilience
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