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A General Toolbox for Identifying Object Detection Errors

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Modified TIDE

Installation

pip install git+https://github.com/Swall0w/tide

Usage

The error analysis tool TIDE has been extended to output errors in each category. See show_errors.py to use the tool. In addition to the typical TIDE results, each class's confusion matrix and error analysis are output.

  python show_errors.py --annotation examples/instances_val2017.json --result examples/coco_instances_results.json

Confusion Matrix

Per-class information

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A General Toolbox for Identifying Object Detection Errors

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  • Python 100.0%