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A way to easily verify label assignment #5880

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lastant opened this issue May 14, 2024 · 2 comments
Closed

A way to easily verify label assignment #5880

lastant opened this issue May 14, 2024 · 2 comments

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@lastant
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lastant commented May 14, 2024

It would be very useful to be able to have a quick overview of all assigned labels, grouped by the class, then one could easily see if there are any wrong labels.
I created a script to create this kind of an overview (https://github.com/lastant/yolo-annotations-verify) but hopefully Label Studio can offer this out of the box.

@makseq
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makseq commented May 23, 2024

Please check this PR:
#5909

It allows you to cache labels as a new data column:
image

@makseq makseq closed this as completed May 23, 2024
@lastant
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lastant commented May 28, 2024

I mean seeing the actual cropped-out bounding boxes themselves. The small images. If you see all bounding boxes of a specific class from all tasks you can quickly identify misclassified boxes. Otherwise it's very difficult to notice a mistake (when a class of a box is wrong or when a box is totally misplaced), and this seriously damages the model. I've noticed a lot of mistakes in my annotations using the script I provided, and I was labeling quite attentively.

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