Deep Learning: Image Recognition

Deep Learning: Image Recognition

English | MP4 | AVC 1280×720 | AAC 48KHz 2ch | 1h 41m | 306 MB

Thanks to deep learning, image recognition systems have improved and are now used for everything from searching photo libraries to generating text-based descriptions of photographs. In this course, learn how to build a deep neural network that can recognize objects in photographs. Find out how to adjust state-of-the-art deep neural networks to recognize new objects, without the need to retrain the network. Explore cloud-based image recognition APIs that you can use as an alternative to building your own systems. Learn the steps involved to start building and deploying your own image recognition system.

Topics include:

  • Classifying images
  • Designing an image recognition system
  • Building a deep neural network
  • Training a deep neural network
  • Modifying pre-trained neural networks
  • Using image recognition APIs
  • Deploying a deep neural network