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Published 20 hours ago • verified publisher icon blue-oil

There is no uniform method of calculating IOUs.

Open odoku opened this issue 4 years ago • 0 comments

The IOU calculation method used in Object Detection, etc. is not used in Blueoil. It does not seem to be consistent. This could produce differences in learning and inference results and needs to be improved.

We need to consider the following points in the calculation.

  • INCLUSIVE

    • https://github.com/blue-oil/blueoil/blob/14d57ab6a4dd5188bc01786f48a34d4e3f52a7b3/blueoil/metrics/mean_average_precision.py#L490-L528.

  • exclusive

    • https://github.com/blue-oil/blueoil/blob/e9794e44d21cc2104c283d6385092f1544c08798/blueoil/utils/box.py#L4-L49

odoku avatar Jun 16 '20 07:06 odoku