You spent hundreds of hours collecting data, annotating them, and training models to achieve good results
Real-world scenarios are challenging for Computer Vision models. The production environment can be unpredictable
Replay is a new monitoring system that tracks ML predictions. Our system samples input to your models, annotate and compare them, and provide actionable feedback to your team.
Deploy Replay at each and every endpoint to ensure that your model is able to handle the full spectrum of environments and events your users throw at it.
All incoming predictions and bounding boxes will be manually reviewed and compared against desired outcomes. Replay will identify errors and provided up to date statistics for every model deployed.
Maintain your model’s performance edge and increase business results by automatically updating your datasets with changes and curated additions from Replay.