Observed arrival · 2026-08-25
VigilCV, a pre-flight inspection station for vision data
An open-source Python auditor that checks images for blur, corruption, exposure clipping, and distribution drift before computer-vision inference.
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Field notes
The tool places image checks before an inference call rather than relying on a model to discover bad inputs later. Its visible heuristics cover both single-image defects and dataset-level drift: blur and entropy checks sit alongside Wasserstein-1 and unbiased MMD comparisons over spatial color moments. The page also shows an audit_stream() path for OpenCV or GStreamer loops, making the intended deployment context broader than a batch-quality script.
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○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
ƒJavaScriptBrowser-side code central
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