MULTIMODAL EXTENSION · COMPUTER VISION INCIDENT INVESTIGATOR
Multimodal Hypotheses. Deterministic Falsification.
Astra looks at your worst vision failures and hypothesizes visual error concepts. WhyLab then tests each concept against held-out images using Benjamini–Hochberg False Discovery Rate control and Cohen's κ labeller audits.
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Vision Evaluation Ingestion
No DataUpload or paste image_id, y_true, y_pred, y_probability, split, site, device CSV.
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Local Image Profiling (Zero-Network)
Deterministic Web WorkerCalculated locally on client: variance of Laplacian sharpness, Hasler–Süsstrunk colorfulness, RMS contrast, and 64-bit dHash.
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