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DOCS-3204: Add docs for add image to dataset button, incorporate into tutorials where helpful #4244
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… tutorials where helpful
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Co-authored-by: Naomi Pentrel <[email protected]>
Co-authored-by: Naomi Pentrel <[email protected]>
I think generally if a step needs substeps it probably should just be subdivided into more steps. Steps should ideally be fairly short. So you can probably just do that here. Also be aware of the test failures on the PR. Thanks for iterating on this! |
docs/data-ai/ai/create-dataset.md
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- **Include counterexamples:** Include images with and without the object you’re looking to classify. | ||
This helps the model distinguish the target object from the background and reduces the chances of false positives by teaching it what the object is not. | ||
- **Avoid class imbalance:** Don’t train excessively on one specific type or class, make sure each category has a roughly equal number of images. | ||
Use the interface on the [**DATA** tab](https://app.viam.com/data/view) to label your images. Always follow best practices when you label your images: |
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We may need to here briefly provide an explanation as to what the different annotations do. Otherwise people will read from top to bottom and tag for classification before they realize there's a second option.
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Great point. I just switched the methods to tabs to avoid this potential area of confusion. I waffled on tabs vs. sections a few times as I reworked the page, but if someone else shares this same concern, it's probably worth accounting for!
Co-authored-by: Naomi Pentrel <[email protected]>
…ge, but not binary_id necessary usage
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dataset
CLI command and some filters. So if we think that 'add all images captured from a specific machine' is a popular enough task that we should document it, I can add a code snippet containing the one-line command.