October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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VGG network
A VGG network can detect 1,000 objects inside a given input image. This takes image inputs of 224 * 244 * 3 in size (the number 3 represents RGB values). This is built using convolutional layers of 3 x 3 in size with a total of 16 layers. It also provides a Top-1 accuracy of 70.5% and a Top-5 accuracy of 90%.
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