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Giuseppe Romagnuolo's Projects

machinelearning-engineer-specialisation-dog-breed-predictor icon machinelearning-engineer-specialisation-dog-breed-predictor

Jupyter notebook exploring the prediction of the dog breed of a dog given its image. The notebook uses Keras to build a few Convolutional Neural Networks and eventually explores transfer-learning from ResNet50 for the final model. If submitted an image of a human it will predict what breed this person looks more alike.

machinelearning-engineer-specialisation-skin-cancer-detection icon machinelearning-engineer-specialisation-skin-cancer-detection

Skin cancer has a high survival rate if detected in its early state. This projects explores the use of Convolutional Neural Networks (CNN) to analyse and classify image of Melanoma, Nevus and Seborrheic Keratosis. This project is an exercise part of the Udacity Machine Learning Nanodegree programme.

mini-hacks icon mini-hacks

A fun and quick way to discover the beauty of Couchbase Mobile in real apps.

spacyfishing icon spacyfishing

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

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