TensorFlow Tutorial 17 - Complete TensorBoard Guide
In this video we learn how to use various parts of TensorBoard to for example obtain loss plots, accuracy plots, visualize image data, confusion matrices, do hyperparameter search with hparams, use the projector embeddings and also the tensorflow profiler. So far in this tutorial series the main emphasis has been on building models and setting up training, but of course visualizing our models is a very important aspect which is why we focus on it thoroughly in this video.
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OUTLINE:
0:00 - Introduction and overview
5:52 - Starter Code
8:40 - TensorBoard Callbacks
14:02 - Plots in Scalars Tab
22:00 - Visualizing Images
33:40 - Confusion Matrix
45:24 - Graphs
49:36 - HParams
1:01:12 - Projector
1:15:59 - TensorFlow Profiler
1:22:30 - Ending & Outro