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James Stewartleft a comment
Accuracy metrics fail to predict performance on long-tail real-world edge cases, both naturally occurring and adversarial. Robustness and security metrics are required to complete the Trustworthy AI picture.
Computer Vision Robustness AssessmentRobustness and Security of Computer Vision Edge Cases
Edge cases form a very long tail of situations that must be dealt with by AI models. Traditional accuracy metrics do not predict how a model will behave when deployed in the real-world.
Computer Vision Robustness AssessmentRobustness and Security of Computer Vision Edge Cases
James Stewartleft a comment
Clever super resolution application...
AI Image UpscalerAI powered image upscaler with AI