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General ImageVisualizerCallback
What does this PR do?
Writing images to disk a bad idea when we can write images to Tensorboard. This PR also genericizes PerturbedImageVisualizer into a configurable ImageVisualizer so that one can visualize perturbations, inputs, and perturbed inputs.
Type of change
Please check all relevant options.
- [ ] Improvement (non-breaking)
- [ ] Bug fix (non-breaking)
- [ ] New feature (non-breaking)
- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] This change requires a documentation update
Testing
Please describe the tests that you ran to verify your changes. Consider listing any relevant details of your test configuration.
- [ ] Test A
- [ ] Test B
Before submitting
- [ ] The title is self-explanatory and the description concisely explains the PR
- [ ] My PR does only one thing, instead of bundling different changes together
- [ ] I list all the breaking changes introduced by this pull request
- [ ] I have commented my code
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] I have run pre-commit hooks with
pre-commit run -a
command without errors
Did you have fun?
Make sure you had fun coding 🙃