Computer Vision News - June 2018

The stat sets for the max, min, mean and standard deviation values: All of the above can also be done using Keras. As always with Keras, everything is simpler and more elegant but with less control over details. The following code snippet demonstrates using TensorBoard with Keras. The code in fact includes three lines: The first defines the TensorBoard object and the statistics to be collected (a histogram of the parameters, the structure of the graph itself, and the capability to look at the images on which the network is training). The second line compiles the model. And the third, runs the training while collecting the statistics determined, by calling callbacks in the run function. Important side note: unfortunately, currently you cannot use ImageDataGenerator together with TensorBoard in Keras. 14 Tool Computer Vision News Focus on: Debug and Analysis Mechanisms