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    Intelligent Mobile Projects with TensorFlow

    Posted By: igor_lv
    Intelligent Mobile Projects with TensorFlow

    Intelligent Mobile Projects with TensorFlow by Jeff Tang
    English | 2018 | ISBN: 1788834542 | PDF Conv/ SOURCE | 404 pages | 14/365 Mb
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    Intelligent Mobile Projects with TensorFlow: Build 10+ Artificial Intelligence apps using TensorFlow Mobile and Lite for iOS, Android, and Raspberry Pi
    Create Deep Learning and Reinforcement Learning apps for multiple platforms with TensorFlow
    As a developer, you always need to keep an eye out and be ready for what will be trending soon, while also focusing on what’s trending currently. So, what’s better than learning about the integration of the best of both worlds, the present and the future? Artificial Intelligence (AI) is widely regarded as the next big thing after mobile, and Google’s TensorFlow is the leading open source machine learning framework, the hottest branch of AI. This book covers more than 10 complete iOS, Android, and Raspberry Pi apps powered by TensorFlow and built from scratch, running all kinds of cool TensorFlow models offline on-device: from computer vision, speech and language processing to generative adversarial networks and AlphaZero-like deep reinforcement learning. You’ll learn how to use or retrain existing TensorFlow models, build your own models, and develop intelligent mobile apps running those TensorFlow models. You’ll learn how to quickly build such apps with step-by-step tutorials and how to avoid many pitfalls in the process with lots of hard-earned troubleshooting tips.

    What You Will Learn:
    Classify images with transfer learning
    Detect objects and their locations
    Transform pictures with amazing art styles
    Understand simple speech commands
    Describe images in natural language
    Recognize drawing with Convolutional Neural Network and Long Short-Term Memory
    Predict stock price with Recurrent Neural Network in TensorFlow and Keras
    Generate and enhance images with generative adversarial networks
    Build AlphaZero-like mobile game app in TensorFlow and Keras
    Use TensorFlow Lite and Core ML on mobile
    Develop TensorFlow apps on Raspberry Pi that can move, see, listen, speak, and learn