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Featured Video
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See Andrew Ng’s Presentation on “MLOps: From Model-centric to Data-centric AI”
Redefining MLOps
From Model-Centric to Data-Centric AI
Better Data Drives Better Machine Vision
Re-think Machine Learning Lifecycle
with a Data-Centric Mindset
Ensuring consistently high quality data throughout
Improve the data over the code to get the performance you want from your learning algorithms. Better data gives you better models.
| Steel Defect Detection |
Solar Panel |
Surface Inspection |
|
| Baseline | 76.2% | 75.68% | 85.05% |
| Model-Centric | +0% (76.2%) |
+0.04% (75.72%) |
+0.00% (85.05%) |
| Data-Centric | +16.9% (93.1%) |
+3.06% (78.74%) |
+0.4% (85.45%) |
The LandingLens tool delivers an integrated end-to-end visual inspection platform that helps you prioritize the data
Scope the project
Collect data
Train the model
Deploy to Production
More on the Machine Learning Lifecycle
Check out our blogs below where our developers share their experience on incorporating the machine learning lifecycle.
