ML Observability Model Types
Monitor and investigate your embeddings to optimize the way your model processes language, striving for more in-depth and nuanced understanding.
The good stuff to know about Aporia’s ML Observability
Model monitors & alerts
Instant observabilityGet live alerts in Slack, MS Teams, or email when Aporia detects drift in image classifiers, object recognition biases, pixel-level data integrity issues, or faltering precision and recall in your Computer Vision models.
ML dashboards & visibility
Real-time view of model healthGain a centralized view of all your vision models under a single hub. Track model activity, image classification trends, visual data behavior, and performance metrics specific to object detection and image segmentation.
Production IR & Explainability
Effortless InvestigationSeamlessly investigate root causes in a collaborative, notebook-like environment. Perform segment and drift analyses, visualize features, generate embedding projections, and decipher the cryptic layers of Computer Vision with explainability insights.
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