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End-to-end implementation of Malaria detection using deep-cnn prior feature map extractor plus svm, rf, xgboost, rslvq and celvq with options for soft and hard ensemble for the prototype-based models using prosemble ML package
End-to-end implementation of banknotes authentication using advanced prototype-based model classification by components model dockerized and deployed on the Heroku platform as a service cloud.
Prototype based ML implementation for ascertaing the confidence of predicted labels from the Learning Vector Quantization family of advanced machine learning classification algorithms.