tensorflow / tensorflow/tensorboard
Create a deep visualization toolbox
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Description
Migrated from the very popular https://github.com/tensorflow/tensorflow/issues/842!
@cesarsalgado says:
I would like TensorFlow to have an official tool similar to this https://github.com/yosinski/deep-visualization-toolbox.
It would be helpful to check if our CNNs were learning useful features, to debug, and to have better insights.
Check this video: https://www.youtube.com/watch?v=AgkfIQ4IGaM
Thoughts?
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Research direction
The issue proposes an official deep-visualization toolbox for TensorBoard, referencing the yosinski/deep-visualization-toolbox project and a video. Start by reviewing those references and the current TensorBoard scope; done would require a defined toolbox design and implementation, but the issue does not name files, entry points, tests, or acceptance criteria.
Written by the indexing model from the issue text.
Assessment
- Domain
- data-visualization, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100