image-analysis

Deep learning now outlines cells, restores noisy images, predicts fluorescent labels, and turns cell photos into numbers. Here is how, and where it breaks.

Neural networks now sort galaxies, rank gravitational lens candidates, and flag changing objects in Hubble, Webb, and survey data. Here is what they do well, and where astronomers still check their work.