2026

AI-powered signature verification system integrating Pix2Pix GAN denoising and a Siamese Capsule Network into a forensic-grade pipeline — anchoring every verification outcome immutably on Ethereum.

Role

Frontend Developer

Contributions

End-to-end system architecture, YOLOv8 detection pipeline, Pix2Pix & Siamese CapsNet training, Ethereum smart contract integration, IPFS storage, and full-stack deployment.

Live URL

https://kumpirma.vercel.app/

Next.jsTypeScriptPythonOpenCVTensorFlowPostgreSQLIPFS

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Kumpirma

AI-powered signature verification system integrating Pix2Pix GAN denoising and a Siamese Capsule Network into a forensic-grade pipeline — anchoring every verification outcome immutably on Ethereum.