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A General Toolbox for Identifying Object Detection Errors

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Hello, thank you for your work. I am having a little bit of hard time determining the use of `pos_threshold`. I saw in the code that `use_for_errors` is only true...

How can I modify `tide.plot()` to separate classes? I only have 3 classes in my dataset which differ drastically in difficulty, so would like to see this per-class breakdown.

mypy did not complain because it considers int a subtype of float, for better or worse: https://mypy.readthedocs.io/en/stable/duck_type_compatibility.html but it bites your callers.

To start, the type annotations in your code are a huge advantage of this over pycocotools; thanks for adding annotations! That said, some arguments to API functions are not fully...

You have this nice Data._prepare_mask() that it currently just a NOP... did you mean to actually compress masks in there?

Hi, Can TIDE be used to evaluate a custom dataset for yolov 5 object detection?

![image](https://user-images.githubusercontent.com/19408186/129056458-a0510f23-f704-4134-9243-147c19ed0af6.png) Why the sum of dAps and bbox ap is not 100%?

Hi @dbolya, I modified this awesome library for my own use case and test it on a new dataset. However, I found out that the AP @ IOU 0.5 is...

This will fix issue #20. I was facing the same issue when using coco_dataset which had empty segmentation list. Post this fix, the error was resolved.