DAIN (Depth-Aware Video Frame Interpolation)

DAIN (Depth-Aware Video Frame Interpolation) is a technique that generates smooth intermediate video frames by predicting the depth of objects within a scene. By understanding how far each part of the image is from the camera, DAIN accurately estimates motion and occlusions, allowing it to create seamless and realistic slow-motion videos or frame rate increases. This depth awareness helps in better handling complex scenes with fast movement or overlapping objects, resulting in more natural and visually pleasing transitions between original frames.