A method and a system for automatic generation of clips from a plurality of images based on inter-object relationships score are provided herein. The method may include: obtaining a plurality of images, wherein at least two of the images contain at least one object over a background; analyzing at least some of the images to detect objects; extracting geometrical meta-data of at least some of the detected objects; calculating an inter-object relationships score for at least some of the detected objects; and determining a spatio-temporal arrangement of at least some of the objects and at least some of the images based at least partially on the inter-object relationships score and the geometrical meta-data of at least some of the detected objects.