braindotai/Watermark-Removal-Pytorch
🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.
Leverages the Deep Image Prior architecture—a lightweight CNN (~500K parameters) that requires no pre-training, instead relying on network structure alone to encode image priors for restoration. Handles both scenarios where watermarks are known (via Hadamard product decomposition) and unknown (via manual mask annotation for inpainting). Provides a simple Python API endpoint and supports both GPU and Apple Silicon (MPS) acceleration for inference optimization.
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Oct 15, 2024
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