Machine Learning with the Raspberry Pi : Experiments with Data and Computer Vision

Machine Learning with the Raspberry Pi Experiments with Data and Computer Vision

Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments. This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and mo...

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Detalles Bibliográficos
Autor principal: Norris, Donald J. author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Berkeley, CA : Apress 2020.
Edición:1st ed. 2020.
Colección:Technology in action
Materias:
Computer input-output equipment.
Hardware and Maker.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630885606719
Tabla de Contenidos:
  • Chapter 1: Introduction to Machine Learning (ML) with the Raspberry Pi (RasPi)
  • Chapter 2: Exploration of ML data models: Part 1
  • Chapter 3: Exploration of ML data models: Part 2
  • Chapter 4: Preparation for Deep Learning
  • Chapter 5: Practical deep learning ANN demonstrations
  • Chapter 6: CNN demonstrations
  • Chapter 7: Predictions using ANNs and CNNs
  • Chapter 8: Predictions using CNNs and MLPs for medical research
  • Chapter 9: Reinforcement Learning. .

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