E-book details

Mobile Artificial Intelligence Projects. Develop seven projects on your smartphone using artificial intelligence and deep learning techniques

Mobile Artificial Intelligence Projects. Develop seven projects on your smartphone using artificial intelligence and deep learning techniques

Karthikeyan NG, Arun Padmanabhan, Matt R. Cole

Ebook
We’re witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision.

This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms.

By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users.
  • 1. Artificial Intelligence Concepts and Fundamentals
  • 2. Creating a Real-Estate price prediction mobile app
  • 3. Implementing Deepnet Architectures to Recognize Hand Written Digits
  • 4. Building a Machine Vision Mobile App to Classify Flower Species
  • 5. Building a ML Model to Predict Car Damage Using TensorFlow
  • 6. PyTorch experiments on NLP and RNN
  • 7. TensorFlow on Mobile with Speech-to-Text with the WaveNet Model
  • 8. Implementing GANs to Recognize Handwritten Digits
  • 9. Sentiment Analysis over Text Using LinearSVC
  • 10. What's next?
  • Title: Mobile Artificial Intelligence Projects. Develop seven projects on your smartphone using artificial intelligence and deep learning techniques
  • Author: Karthikeyan NG, Arun Padmanabhan, Matt R. Cole
  • Original title: Mobile Artificial Intelligence Projects. Develop seven projects on your smartphone using artificial intelligence and deep learning techniques
  • ISBN: 9781789347043, 9781789347043
  • Date of issue: 2019-03-30
  • Format: Ebook
  • Item ID: e_14ss
  • Publisher: Packt Publishing