One Photo Now Predicts Solar Panel Output for a Full Year

Columbia University researchers developed a way to forecast a solar panel's yearly energy production using just a single 360° photo.

The breakthrough could make solar planning faster, cheaper, and more accurate for homeowners and businesses alike.