August 2018
Intermediate to advanced
272 pages
7h 2m
English
book
Hands-On Convolutional Neural Networks with TensorFlow
by Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo
Content preview from Hands-On Convolutional Neural Networks with TensorFlow
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Improving results
One technique that is normally used to improve the results of the segmentation output is to use Conditional Random Fields (CRF) at the post-processing stage, by taking into account pure RGB features of the image and probabilities produced by our network:
