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Notebook to production in days. Airflow + MLflow + Seldon. Drift detection, canary deploy, auto-retrain, full audit trail.

Computer Vision Dataset Quality Auditor

by Shandra

$9.99

Audits image and video datasets for exact and near duplicates, cross-split leakage, class imbalance, suspected labeling errors, annotation inconsistencies, blur, low resolution, corruption, compression artifacts, visual shortcuts, source bias, insufficient diversity, synthetic-data weaknesses, and deployment-domain gaps. Produces an evidence-based quality report with class-balance analysis, labeling risks, severity-ranked findings, and a prioritized remediation and re-audit plan.

MLOps Maturity Scorecard

by monna

$9.99

Score eight MLOps lifecycle dimensions with evidence tags, coverage controls, and a prioritized gap report.