tensorflow / tensorflow/tensorboard
Feature: ability to show image pixel values
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- Dominant language
- TypeScript
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Description
When displaying images in Tensorboard, there is no way to display the value of each pixel. I am interested in knowing the value of each pixel individually (I know I have access to a distro/histo vis), but currently I would have to do it in code. In my specific use case, it's because I want to inspect the values I have in my kernel weights.
I think it would be a nice addition to be able to visualize the pixel value either as overlay, a colorbar or a text next to the cursor when hovering over the pixel.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No file, test, or entry point is named. Start by locating TensorBoard's image display, then clarify whether pixel values should appear as an overlay, colorbar, or hover text and define the expected interaction. Done means users can inspect individual image or kernel-weight pixel values in the visualization.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100