This repository provides a CNN-based solution for watermark removal using the Deep Image Prior technique. Unlike traditional approaches that require training on large datasets, it leverages the inherent structure of a generator network to produce realistic image statistics. The project includes a simplified API for easy integration, reduced model parameters for faster inference, and support for Apple Silicon MPS acceleration.