Image representations in the form of neural activations derived from intermediate layers of deep neural networks are the state-of-the-art descriptors for instance based retrieval. However. the problem that persists consists of how to retrieve identical images as the most relevant ones from a large image or video corpus. In this work. https://www.relicsbook.com/product-category/autographed-soccer-balls/