NFT Authentication Layer

Develop a smart verification tool for NFTs that scans for duplicates or near-duplicates before minting or trading.

It uses image-similarity models (e.g., deep neural networks like EfficientNet) plus metadata analysis. When an NFT matches a known asset or red-flag traits, the system alerts users to potential forgery or plagiarism.

This tool integrates with marketplaces and minting UIs via oracles that run similarity checks in real time. Users get warnings or confidence scores before proceeding.

It increases trust in NFT trades and reduces fraud by flagging visually or metadata-based suspicious creations.