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I am working on tensorflow 1.8 with python 2.7 version to classify a dataset of images by knowledge transfer using inception-V3. I want to use tensorbord to visualize the confusion matrix and some kernels in convolutional layer so what I need is how to use tf.summary.FileWriter in this case ??? Thanks for HELP ...

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look here for the confusion matrix

another approach would be to use pandas or another similar lib to plot it