February 2018
Intermediate to advanced
218 pages
5h 31m
English
Content preview from Practical Convolutional Neural Networks
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Multi-task learning
In multi-task learning, transfer learning happens to be from one pre-trained model to many tasks simultaneously. For example, in self-driving cars, the deep neural network detects traffic signs, pedestrians, and other cars in front at the same time. Speech recognition also benefits from multi-task learning.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.