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NoteFier — Currency Note Detection & Generation
DCGAN + DenseNet-201 pipeline that detects Indian currency-note denominations, built for small shopkeepers and visually-impaired users.
PythonTensorFlowKerasDCGANDenseNet-201
Built for two users: shopkeepers who need to verify notes fast, and blind users who can't distinguish denominations by sight. A DCGAN augmented a thin real dataset with synthetic notes (folds, lighting, occlusion); a DenseNet-201 classifier identified denominations from a phone-camera frame, with the result read aloud.