📖 [STORY] Implementing the GLASS Anomaly Detection Model in Anomalib

[code-dev05]

User Story

I want to implement a new anomaly detection model - GLASS based on this paper. This model combines the use global and local anomaly synthesis to improve accuracy.

Acceptance Criteria

1. The new algorithm is implemented and integrated into the anomalib framework
2. Unit tests are written and pass for the new implementation
3. Performance benchmarks show improvement over existing methods on specified datasets
4. Documentation is updated to include usage instructions and theory behind the new algorithm
5. An example notebook is provided demonstrating the algorithm's application

Story Points

2

Related Epic

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Category

Anomaly Detection Algorithms

Additional Context

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