نقد و بررسی اجمالیکتاب Practical Deep Learning for Cloud Mobile and Edge
by Aniruُdh Koul (Author), Siddha Ganju (Author), Meher Kasam (Author)
** Featured as a learning resource on the official Keras website **
Whether you’re a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build devices using a hands-on approach.
Relying on years of industry experience transforming deep learning research into award-winning applications, Anirudh Koul, Siddha Ganju, and Meher Kasam guide you through the process of converting an idea into something that people in the real world can use.
- Train, tune, and deploy computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite.
- Develop AI for a range of devices including Raspberry Pi, Jetson Nano, and Google Coral.
- Explore fun projects, from Silicon Valley’s Not Hotdog app to 40+ industry case studies.
- Simulate an autonomous car in a video game environment and build a miniature version with reinforcement learning.
- Use transfer learning to train models in minutes.
- Discover 50+ practical tips for maximizing model accuracy and speed, debugging, and scaling to millions of users.
Product details
- Paperback: ۶۲۰ pages
- Publisher: O’Reilly Media; 1 edition (November 5, 2019)
- Language: English
- ISBN-10: ۱۴۹۲۰۳۴۸۶X
- ISBN-13: ۹۷۸-۱۴۹۲۰۳۴۸۶۵
- Product Dimensions: ۷ x 1.2 x 9 inches
- # Computer Vision & Pattern Recognition
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