A quick demo of the object detection modeling and the capabilities Arize has around computer vision. Get a better idea of what's going on in your CV datasets and what's underperforming.
Dive in with and see what’s possible, including:
- Pull out patterns within the embeddings space that might identify different types of objects or locations that are being picked up in the images.
- Look at the embeddings and see where there might be outliers or clusters that are further apart.
- Intuitively see what’s going on within the space and identify different clusters and what’s going on within those clusters.
- Look at a chart of Euclidean distance and see how stable your dataset is.
- Explore tags and features
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Or check out our open-source tool Phoenix