Published July 19, 2024 | Version v1
Web Application

Chiru

Owner

Description

Chiru is a tool developped by Kereval to assess the performance of AI models against perturbation to its input. It proposes a graphical interface to visualise these results.

 

Documentation

Benchmark

 

Support

Support for Chiru must be obtained directly from the component owners, you can contact them directly here

Additional details

Trustworthy Attributes
Robustness
Engineering roles
Systems Engineer
ML-Algorithm Engineer
IVVQ Engineer
Use cases
Vision
Visual Inspection
Functional Set
Robustness
Image Link
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