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3 posts tagged with "production"

· 8 min read
Building robust models for Visual Inspection in production settings can be a real challenge. Here, cloud services like Amazon Lookout for Vision promise relief for model training but have limitations regarding data curation. This article explores those potential shortcomings and shows how to improve over them to leverage these services to the fullest.
visualizationdata curationsynthetic data generationproductiondata-centric AIpythonclustering

· 6 min read
Selecting samples for training robust surrogate models in simulation can be a real challenge. Active learning-like approaches where samples are selected iteratively can help overcome this challenge. We show how to apply such a procedure to save time and computational resources while making your surrogate model even more robust.
visual inspectiondata curationLookout for Visionproductiondata-centric AIMLOpscloud

· 10 min read
Building robust models for Visual Inspection in production settings can be a real challenge. Here, cloud services like Amazon Lookout for Vision promise relief for model training but have limitations regarding data curation. This article explores those potential shortcomings and shows how to improve over them to leverage these services to the fullest.
visual inspectiondata curationLookout for Visionproductiondata-centric AIMLOpscloud